2024

1. Jingyu Zhang, Marc Marone, Tianjian Li, Benjamin Van Durme, and Daniel Khashabi. 2024. Verifiable by Design: Aligning Language Models to Quote from Pre-Training Data. In Preprint. [pdf] [bibtex]

   @inproceedings{268987627,
     author = {{Jingyu Zhang} and {Marc Marone} and {Tianjian Li} and {Benjamin Van Durme} and {Daniel Khashabi}},
     booktitle = {Preprint},
     month = apr,
     title = {Verifiable by Design: Aligning Language Models to Quote from Pre-Training Data},
     url = {https://www.semanticscholar.org/paper/9689b5fdb0d3a1bad802d03d348bd32aa5a4c2df},
     year = {2024}
   }
   

2. Dongwei Jiang, Jingyu Zhang, Orion Weller, Nathaniel Weir, Benjamin Van Durme, and Daniel Khashabi. 2024. SELF-[IN]CORRECT: LLMs Struggle with Refining Self-Generated Responses. In Preprint. [pdf] [bibtex]

   @inproceedings{269005582,
     author = {{Dongwei Jiang} and {Jingyu Zhang} and {Orion Weller} and {Nathaniel Weir} and {Benjamin Van Durme} and {Daniel Khashabi}},
     booktitle = {Preprint},
     month = apr,
     title = {SELF-[IN]CORRECT: LLMs Struggle with Refining Self-Generated Responses},
     url = {https://www.semanticscholar.org/paper/9e3d14e4697a325fcabc6d952232a3ad7e9fa809},
     year = {2024}
   }
   

3. Boshi Wang, Hao Fang, Jason Eisner, Benjamin Van Durme, and Yu Su. 2024. LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error. In arXiv.org. [pdf] [bibtex]

   @inproceedings{268264353,
     author = {{Boshi Wang} and {Hao Fang} and {Jason Eisner} and {Benjamin Van Durme} and {Yu Su}},
     booktitle = {arXiv.org},
     month = mar,
     title = {LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error},
     url = {https://www.semanticscholar.org/paper/ae4635297ad87fcb3ec4105a51b5cbcb4075e5e2},
     year = {2024}
   }
   

4. Kevin Xu, Yeganeh Kordi, Kate Sanders, Yizhong Wang, Adam Byerly, Jingyu Zhang, Benjamin Van Durme, and Daniel Khashabi. 2024. Tur[k]ingBench: A Challenge Benchmark for Web Agents. In arXiv.org. [pdf] [bibtex]

   @inproceedings{268531391,
     author = {{Kevin Xu} and {Yeganeh Kordi} and {Kate Sanders} and {Yizhong Wang} and {Adam Byerly} and {Jingyu Zhang} and {Benjamin Van Durme} and {Daniel Khashabi}},
     booktitle = {arXiv.org},
     month = mar,
     title = {Tur[k]ingBench: A Challenge Benchmark for Web Agents},
     url = {https://www.semanticscholar.org/paper/341da3f8af6edd31edd8f5a3d9452957aeaaa744},
     year = {2024}
   }
   

5. Jeffrey Cheng, Marc Marone, Orion Weller, Dawn Lawrie, Daniel Khashabi, and Benjamin Van Durme. 2024. Dated Data: Tracing Knowledge Cutoffs in Large Language Models. In arXiv.org. [pdf] [bibtex]

   @inproceedings{268531479,
     author = {{Jeffrey Cheng} and {Marc Marone} and {Orion Weller} and {Dawn Lawrie} and {Daniel Khashabi} and {Benjamin Van Durme}},
     booktitle = {arXiv.org},
     month = mar,
     title = {Dated Data: Tracing Knowledge Cutoffs in Large Language Models},
     url = {https://www.semanticscholar.org/paper/5ee0c8975b965a413b27332b5cbfb2745251dc52},
     year = {2024}
   }
   

6. Orion Weller, Benjamin Chang, Sean MacAvaney, Kyle Lo, Arman Cohan, Benjamin Van Durme, Dawn Lawrie, and Luca Soldaini. 2024. FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions. In arXiv.org. [pdf] [bibtex]

   @inproceedings{268667440,
     author = {{Orion Weller} and {Benjamin Chang} and {Sean MacAvaney} and {Kyle Lo} and {Arman Cohan} and {Benjamin Van Durme} and {Dawn Lawrie} and {Luca Soldaini}},
     booktitle = {arXiv.org},
     month = mar,
     title = {FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions},
     url = {https://www.semanticscholar.org/paper/77e07e5542b450a2ee3193993c552700ad9ba82d},
     year = {2024}
   }
   

7. Miriam Wanner, Seth Ebner, Zhengping Jiang, Mark Dredze, and Benjamin Van Durme. 2024. A Closer Look at Claim Decomposition. In arXiv.org. [pdf] [bibtex]

   @inproceedings{268531293,
     author = {{Miriam Wanner} and {Seth Ebner} and {Zhengping Jiang} and {Mark Dredze} and {Benjamin Van Durme}},
     booktitle = {arXiv.org},
     month = mar,
     title = {A Closer Look at Claim Decomposition},
     url = {https://www.semanticscholar.org/paper/9af0ca023c01ad143d46144207bb43035ec11274},
     year = {2024}
   }
   

8. Kate Sanders, Nathaniel Weir, and Benjamin Van Durme. 2024. TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning. In arXiv.org. [pdf] [bibtex]

   @inproceedings{268091324,
     author = {{Kate Sanders} and {Nathaniel Weir} and {Benjamin Van Durme}},
     booktitle = {arXiv.org},
     month = feb,
     title = {TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning},
     url = {https://www.semanticscholar.org/paper/0042b9380f7da8335be040a3516e4f6765320834},
     year = {2024}
   }
   

9. Zhengping Jiang, Yining Lu, Hanjie Chen, Daniel Khashabi, Benjamin Van Durme, and Anqi Liu. 2024. RORA: Robust Free-Text Rationale Evaluation. In arXiv.org. [pdf] [bibtex]

   @inproceedings{268063486,
     author = {{Zhengping Jiang} and {Yining Lu} and {Hanjie Chen} and {Daniel Khashabi} and {Benjamin Van Durme} and {Anqi Liu}},
     booktitle = {arXiv.org},
     month = feb,
     title = {RORA: Robust Free-Text Rationale Evaluation},
     url = {https://www.semanticscholar.org/paper/17ba73a2a332a44bb1a00622beab96f33d4b1ba7},
     year = {2024}
   }
   

10. Nathaniel Weir, Kate Sanders, Orion Weller, Shreya Sharma, Dongwei Jiang, Zhengping Jiang, Bhavana Dalvi, Oyvind Tafjord, Peter Alexander Jansen, Peter Clark, and Benjamin Van Durme. 2024. Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic. In arXiv.org. [pdf] [bibtex]

    @inproceedings{267782534,
      author = {{Nathaniel Weir} and {Kate Sanders} and {Orion Weller} and {Shreya Sharma} and {Dongwei Jiang} and {Zhengping Jiang} and {Bhavana Dalvi} and {Oyvind Tafjord} and {Peter Alexander Jansen} and {Peter Clark} and {Benjamin Van Durme}},
      booktitle = {arXiv.org},
      month = feb,
      title = {Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic},
      url = {https://www.semanticscholar.org/paper/3e5e0e1841e23fc41f4e3243c9091bf6e7e7d199},
      year = {2024}
    }
    

11. Weiting Tan, Yunmo Chen, Tongfei Chen, Guanghui Qin, Haoran Xu, Heidi C. Zhang, Benjamin Van Durme, and Philipp Koehn. 2024. Streaming Sequence Transduction through Dynamic Compression. In arXiv.org. [pdf] [bibtex]

    @inproceedings{267406764,
      author = {{Weiting Tan} and {Yunmo Chen} and {Tongfei Chen} and {Guanghui Qin} and {Haoran Xu} and {Heidi C. Zhang} and {Benjamin Van Durme} and {Philipp Koehn}},
      booktitle = {arXiv.org},
      month = feb,
      title = {Streaming Sequence Transduction through Dynamic Compression},
      url = {https://www.semanticscholar.org/paper/50b2a8c4c8a0d4b26621e84e3e0b5b300775e030},
      year = {2024}
    }
    

12. William Gantt, Shabnam Behzad, Hannah YoungEun An, Yunmo Chen, Aaron Steven White, Benjamin Van Durme, and M. Yarmohammadi. 2024. MultiMUC: Multilingual Template Filling on MUC-4. In Conference of the European Chapter of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{267312113,
      author = {{William Gantt} and {Shabnam Behzad} and {Hannah YoungEun An} and {Yunmo Chen} and {Aaron Steven White} and {Benjamin Van Durme} and {M. Yarmohammadi}},
      booktitle = {Conference of the European Chapter of the Association for Computational Linguistics},
      month = jan,
      title = {MultiMUC: Multilingual Template Filling on MUC-4},
      url = {https://www.semanticscholar.org/paper/3e9064ded250f2e448f5d25c1f1152260acdf45c},
      year = {2024}
    }
    

13. Xinrui Zou, Ming Zhang, Nathaniel Weir, Benjamin Van Durme, and Nils Holzenberger. 2024. Reframing Tax Law Entailment as Analogical Reasoning. In arXiv.org. [pdf] [bibtex]

    @inproceedings{266977175,
      author = {{Xinrui Zou} and {Ming Zhang} and {Nathaniel Weir} and {Benjamin Van Durme} and {Nils Holzenberger}},
      booktitle = {arXiv.org},
      month = jan,
      title = {Reframing Tax Law Entailment as Analogical Reasoning},
      url = {https://www.semanticscholar.org/paper/e993e7971fa8b96514fd63699c12bec68e83b6d1},
      year = {2024}
    }
    

14. Haoran Xu, Amr Sharaf, Yunmo Chen, Weiting Tan, Lingfeng Shen, Benjamin Van Durme, Kenton Murray, and Young Jin Kim. 2024. Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation. In arXiv.org. [pdf] [bibtex]

    @inproceedings{267028540,
      author = {{Haoran Xu} and {Amr Sharaf} and {Yunmo Chen} and {Weiting Tan} and {Lingfeng Shen} and {Benjamin Van Durme} and {Kenton Murray} and {Young Jin Kim}},
      booktitle = {arXiv.org},
      month = jan,
      title = {Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation},
      url = {https://www.semanticscholar.org/paper/ebd1c04c61f73f46def3305ca11d038c46665b65},
      year = {2024}
    }
    

2023

1. Sky CH-Wang, Benjamin Van Durme, Jason Eisner, and Chris Kedzie. 2023. Do Androids Know They’re Only Dreaming of Electric Sheep? In arXiv.org. [pdf] [bibtex]

   @inproceedings{266573169,
     author = {{Sky CH-Wang} and {Benjamin Van Durme} and {Jason Eisner} and {Chris Kedzie}},
     booktitle = {arXiv.org},
     month = dec,
     title = {Do Androids Know They're Only Dreaming of Electric Sheep?},
     url = {https://www.semanticscholar.org/paper/6789e0a19f70e283b120fd6a3792162d01a021d5},
     year = {2023}
   }
   

2. William Fleshman and Benjamin Van Durme. 2023. Toucan: Token-Aware Character Level Language Modeling. In arXiv.org. [pdf] [bibtex]

   @inproceedings{265213263,
     author = {{William Fleshman} and {Benjamin Van Durme}},
     booktitle = {arXiv.org},
     month = nov,
     title = {Toucan: Token-Aware Character Level Language Modeling},
     url = {https://www.semanticscholar.org/paper/28c75ab7f6951f1c2bb349b34abc3204ba8b9498},
     year = {2023}
   }
   

3. Andrew Blair-Stanek, Nils Holzenberger, and Benjamin Van Durme. 2023. BLT: Can Large Language Models Handle Basic Legal Text? In arXiv.org. [pdf] [bibtex]

   @inproceedings{265220677,
     author = {{Andrew Blair-Stanek} and {Nils Holzenberger} and {Benjamin Van Durme}},
     booktitle = {arXiv.org},
     month = nov,
     title = {BLT: Can Large Language Models Handle Basic Legal Text?},
     url = {https://www.semanticscholar.org/paper/793a1116ba447091e829a39513c3b644ace29890},
     year = {2023}
   }
   

4. Siddharth Vashishtha, Alexander Martin, William Gantt, Benjamin Van Durme, and Aaron Steven White. 2023. FAMuS: Frames Across Multiple Sources. In arXiv.org. [pdf] [bibtex]

   @inproceedings{265067360,
     author = {{Siddharth Vashishtha} and {Alexander Martin} and {William Gantt} and {Benjamin Van Durme} and {Aaron Steven White}},
     booktitle = {arXiv.org},
     month = nov,
     title = {FAMuS: Frames Across Multiple Sources},
     url = {https://www.semanticscholar.org/paper/978ef61f3dcd8fe146d087986895ac0192da521e},
     year = {2023}
   }
   

5. Weiting Tan, Haoran Xu, Lingfeng Shen, Shuyue Stella Li, Kenton Murray, Philipp Koehn, Benjamin Van Durme, and Yunmo Chen. 2023. Narrowing the Gap between Zero- and Few-shot Machine Translation by Matching Styles. In arXiv.org. [pdf] [bibtex]

   @inproceedings{265033117,
     author = {{Weiting Tan} and {Haoran Xu} and {Lingfeng Shen} and {Shuyue Stella Li} and {Kenton Murray} and {Philipp Koehn} and {Benjamin Van Durme} and {Yunmo Chen}},
     booktitle = {arXiv.org},
     month = nov,
     title = {Narrowing the Gap between Zero- and Few-shot Machine Translation by Matching Styles},
     url = {https://www.semanticscholar.org/paper/bac133a9cb14eadea94c55ec15ea3bb866bf6c03},
     year = {2023}
   }
   

6. Nikita Moghe, Patrick Xia, Jacob Andreas, J. Eisner, Benjamin Van Durme, and Harsh Jhamtani. 2023. Interpreting User Requests in the Context of Natural Language Standing Instructions. In arXiv.org. [pdf] [bibtex]

   @inproceedings{265220995,
     author = {{Nikita Moghe} and {Patrick Xia} and {Jacob Andreas} and {J. Eisner} and {Benjamin Van Durme} and {Harsh Jhamtani}},
     booktitle = {arXiv.org},
     month = nov,
     title = {Interpreting User Requests in the Context of Natural Language Standing Instructions},
     url = {https://www.semanticscholar.org/paper/f2abeec1256f80970827d60f0151c7a19f2dbe7a},
     year = {2023}
   }
   

7. Guanghui Qin, Corby Rosset, Ethan C. Chau, Nikhil Rao, and Benjamin Van Durme. 2023. Nugget 2D: Dynamic Contextual Compression for Scaling Decoder-only Language Models. In arXiv.org. [pdf] [bibtex]

   @inproceedings{263620438,
     author = {{Guanghui Qin} and {Corby Rosset} and {Ethan C. Chau} and {Nikhil Rao} and {Benjamin Van Durme}},
     booktitle = {arXiv.org},
     month = oct,
     title = {Nugget 2D: Dynamic Contextual Compression for Scaling Decoder-only Language Models},
     url = {https://www.semanticscholar.org/paper/27c1e27a7a42134238aca5e3e9f981f4365f3712},
     year = {2023}
   }
   

8. Abe Bohan Hou, Jingyu Zhang, Tianxing He, Yichen Wang, Yung-Sung Chuang, Hongwei Wang, Lingfeng Shen, Benjamin Van Durme, Daniel Khashabi, and Yulia Tsvetkov. 2023. SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation. In arXiv.org. [pdf] [bibtex]

   @inproceedings{263831179,
     author = {{Abe Bohan Hou} and {Jingyu Zhang} and {Tianxing He} and {Yichen Wang} and {Yung-Sung Chuang} and {Hongwei Wang} and {Lingfeng Shen} and {Benjamin Van Durme} and {Daniel Khashabi} and {Yulia Tsvetkov}},
     booktitle = {arXiv.org},
     month = oct,
     title = {SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation},
     url = {https://www.semanticscholar.org/paper/289533e16e509d0ba8f499a371b4e470f3e492de},
     year = {2023}
   }
   

9. Guanghui Qin and Benjamin Van Durme. 2023. Nugget: Neural Agglomerative Embeddings of Text. In International Conference on Machine Learning. [pdf] [bibtex]

   @inproceedings{260957214,
     author = {{Guanghui Qin} and {Benjamin Van Durme}},
     booktitle = {International Conference on Machine Learning},
     month = oct,
     title = {Nugget: Neural Agglomerative Embeddings of Text},
     url = {https://www.semanticscholar.org/paper/531b37c44c7e39539f617fb1a4149ef8cce8f4ec},
     year = {2023}
   }
   

10. Justin Payan, Swaroop Mishra, Mukul Singh, Carina Negreanu, Christian Poelitz, Chitta Baral, Subhro Roy, Rasika Chakravarthy, Benjamin Van Durme, and E. Nouri. 2023. InstructExcel: A Benchmark for Natural Language Instruction in Excel. In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

    @inproceedings{264426857,
      author = {{Justin Payan} and {Swaroop Mishra} and {Mukul Singh} and {Carina Negreanu} and {Christian Poelitz} and {Chitta Baral} and {Subhro Roy} and {Rasika Chakravarthy} and {Benjamin Van Durme} and {E. Nouri}},
      booktitle = {Conference on Empirical Methods in Natural Language Processing},
      month = oct,
      title = {InstructExcel: A Benchmark for Natural Language Instruction in Excel},
      url = {https://www.semanticscholar.org/paper/706fc333fc951f48ea26169d88478b5e4c36e82c},
      year = {2023}
    }
    

11. Yunmo Chen, William Gantt, Tongfei Chen, Aaron Steven White, and Benjamin Van Durme. 2023. A Unified View of Evaluation Metrics for Structured Prediction. In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

    @inproceedings{264426523,
      author = {{Yunmo Chen} and {William Gantt} and {Tongfei Chen} and {Aaron Steven White} and {Benjamin Van Durme}},
      booktitle = {Conference on Empirical Methods in Natural Language Processing},
      month = oct,
      title = {A Unified View of Evaluation Metrics for Structured Prediction},
      url = {https://www.semanticscholar.org/paper/a0df8169889043dae6ac111136a61162a5185a77},
      year = {2023}
    }
    

12. K. Shridhar, Harsh Jhamtani, Hao Fang, Benjamin Van Durme, Jason Eisner, and Patrick Xia. 2023. SCREWS: A Modular Framework for Reasoning with Revisions. In arXiv.org. [pdf] [bibtex]

    @inproceedings{262466051,
      author = {{K. Shridhar} and {Harsh Jhamtani} and {Hao Fang} and {Benjamin Van Durme} and {Jason Eisner} and {Patrick Xia}},
      booktitle = {arXiv.org},
      month = sep,
      title = {SCREWS: A Modular Framework for Reasoning with Revisions},
      url = {https://www.semanticscholar.org/paper/5d5dbba58aaf5b3fa4044cc3ffc71a3fe2b8c654},
      year = {2023}
    }
    

13. Andrew Blair-Stanek, Nils Holzenberger, and Benjamin Van Durme. 2023. OpenAI Cribbed Our Tax Example, But Can GPT-4 Really Do Tax? In arXiv.org. [pdf] [bibtex]

    @inproceedings{262056669,
      author = {{Andrew Blair-Stanek} and {Nils Holzenberger} and {Benjamin Van Durme}},
      booktitle = {arXiv.org},
      month = sep,
      title = {OpenAI Cribbed Our Tax Example, But Can GPT-4 Really Do Tax?},
      url = {https://www.semanticscholar.org/paper/a77de1f2e2dc253798e5ca9bee71e4d651dc30cd},
      year = {2023}
    }
    

14. Orion Weller, Kyle Lo, David Wadden, Dawn J Lawrie, Benjamin Van Durme, Arman Cohan, and Luca Soldaini. 2023. When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets. In Findings. [pdf] [bibtex]

    @inproceedings{262012661,
      author = {{Orion Weller} and {Kyle Lo} and {David Wadden} and {Dawn J Lawrie} and {Benjamin Van Durme} and {Arman Cohan} and {Luca Soldaini}},
      booktitle = {Findings},
      month = sep,
      title = {When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets},
      url = {https://www.semanticscholar.org/paper/dcba37400ad86aaf0d47e5cdfa2fcfa98f089401},
      year = {2023}
    }
    

15. Samuel Barham, Orion Weller, Michelle Yuan, Kenton Murray, M. Yarmohammadi, Zhengping Jiang, Siddharth Vashishtha, Alexander Martin, Anqi Liu, Aaron Steven White, Jordan L. Boyd-Graber, and Benjamin Van Durme. 2023. MegaWika: Millions of reports and their sources across 50 diverse languages. In arXiv.org. [pdf] [bibtex]

    @inproceedings{259924959,
      author = {{Samuel Barham} and {Orion Weller} and {Michelle Yuan} and {Kenton Murray} and {M. Yarmohammadi} and {Zhengping Jiang} and {Siddharth Vashishtha} and {Alexander Martin} and {Anqi Liu} and {Aaron Steven White} and {Jordan L. Boyd-Graber} and {Benjamin Van Durme}},
      booktitle = {arXiv.org},
      month = jul,
      title = {MegaWika: Millions of reports and their sources across 50 diverse languages},
      url = {https://www.semanticscholar.org/paper/c8e2b9f68bd585759d31741193516f58b5619584},
      year = {2023}
    }
    

16. Kate Sanders, David Etter, Reno Kriz, and Benjamin Van Durme. 2023. MultiVENT: Multilingual Videos of Events with Aligned Natural Text. In arXiv.org. [pdf] [bibtex]

    @inproceedings{259361037,
      author = {{Kate Sanders} and {David Etter} and {Reno Kriz} and {Benjamin Van Durme}},
      booktitle = {arXiv.org},
      month = jul,
      title = {MultiVENT: Multilingual Videos of Events with Aligned Natural Text},
      url = {https://www.semanticscholar.org/paper/d6592cd383da0ebae9f4ff78a4df96ab635acfa2},
      year = {2023}
    }
    

17. Elias Stengel-Eskin, Kyle Rawlins, and Benjamin Van Durme. 2023. Zero and Few-shot Semantic Parsing with Ambiguous Inputs. In arXiv.org. [pdf] [bibtex]

    @inproceedings{258999294,
      author = {{Elias Stengel-Eskin} and {Kyle Rawlins} and {Benjamin Van Durme}},
      booktitle = {arXiv.org},
      month = jun,
      title = {Zero and Few-shot Semantic Parsing with Ambiguous Inputs},
      url = {https://www.semanticscholar.org/paper/b8e49068441a43aaf039527c6063a033368dd357},
      year = {2023}
    }
    

18. Dhruv Verma, Yash Kumar Lal, Shreyashee Sinha, Benjamin Van Durme, and Adam Poliak. 2023. Evaluating Paraphrastic Robustness in Textual Entailment Models. In Annual Meeting of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{259287319,
      author = {{Dhruv Verma} and {Yash Kumar Lal} and {Shreyashee Sinha} and {Benjamin Van Durme} and {Adam Poliak}},
      booktitle = {Annual Meeting of the Association for Computational Linguistics},
      month = jun,
      title = {Evaluating Paraphrastic Robustness in Textual Entailment Models},
      url = {https://www.semanticscholar.org/paper/dc19df04a60c5d5a42e98a9759f84d349d674183},
      year = {2023}
    }
    

19. Ishani Mondal, Michelle Yuan, N. Anandhavelu, Aparna Garimella, Francis Ferraro, Andrew Blair-Stanek, Benjamin Van Durme, and Jordan L. Boyd-Graber. 2023. InteractiveIE: Towards Assessing the Strength of Human-AI Collaboration in Improving the Performance of Information Extraction. In arXiv.org. [pdf] [bibtex]

    @inproceedings{258865888,
      author = {{Ishani Mondal} and {Michelle Yuan} and {N. Anandhavelu} and {Aparna Garimella} and {Francis Ferraro} and {Andrew Blair-Stanek} and {Benjamin Van Durme} and {Jordan L. Boyd-Graber}},
      booktitle = {arXiv.org},
      month = may,
      title = {InteractiveIE: Towards Assessing the Strength of Human-AI Collaboration in Improving the Performance of Information Extraction},
      url = {https://www.semanticscholar.org/paper/21e0a1324522b39e5cec94885501e906942c43d0},
      year = {2023}
    }
    

20. Orion Weller, Dawn J Lawrie, and Benjamin Van Durme. 2023. NevIR: Negation in Neural Information Retrieval. In Conference of the European Chapter of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{258676146,
      author = {{Orion Weller} and {Dawn J Lawrie} and {Benjamin Van Durme}},
      booktitle = {Conference of the European Chapter of the Association for Computational Linguistics},
      month = may,
      title = {NevIR: Negation in Neural Information Retrieval},
      url = {https://www.semanticscholar.org/paper/402cbd67c202b0b2dc184861472bd99ebc0e69a4},
      year = {2023}
    }
    

21. Orion Weller, Marc Marone, Nathaniel Weir, Dawn J Lawrie, Daniel Khashabi, and Benjamin Van Durme. 2023. “According to . . . ”: Prompting Language Models Improves Quoting from Pre-Training Data. In Conference of the European Chapter of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{258832937,
      author = {{Orion Weller} and {Marc Marone} and {Nathaniel Weir} and {Dawn J Lawrie} and {Daniel Khashabi} and {Benjamin Van Durme}},
      booktitle = {Conference of the European Chapter of the Association for Computational Linguistics},
      month = may,
      title = {“According to . . . ”: Prompting Language Models Improves Quoting from Pre-Training Data},
      url = {https://www.semanticscholar.org/paper/41a41c75ba336dec98d58c563605f261019e5df0},
      year = {2023}
    }
    

22. Harsh Jhamtani, Hao Fang, Patrick Xia, Eran Levy, Jacob Andreas, and Benjamin Van Durme. 2023. Natural Language Decomposition and Interpretation of Complex Utterances. In arXiv.org. [pdf] [bibtex]

    @inproceedings{258686491,
      author = {{Harsh Jhamtani} and {Hao Fang} and {Patrick Xia} and {Eran Levy} and {Jacob Andreas} and {Benjamin Van Durme}},
      booktitle = {arXiv.org},
      month = may,
      title = {Natural Language Decomposition and Interpretation of Complex Utterances},
      url = {https://www.semanticscholar.org/paper/68040213e9a83408cdc491ed3e235b52b537eed1},
      year = {2023}
    }
    

23. Haoran Xu, Weiting Tan, Shuyue Stella Li, Yunmo Chen, Benjamin Van Durme, Philipp Koehn, and Kenton Murray. 2023. Condensing Multilingual Knowledge with Lightweight Language-Specific Modules. In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

    @inproceedings{258841086,
      author = {{Haoran Xu} and {Weiting Tan} and {Shuyue Stella Li} and {Yunmo Chen} and {Benjamin Van Durme} and {Philipp Koehn} and {Kenton Murray}},
      booktitle = {Conference on Empirical Methods in Natural Language Processing},
      month = may,
      title = {Condensing Multilingual Knowledge with Lightweight Language-Specific Modules},
      url = {https://www.semanticscholar.org/paper/cf99558d35891d35ba5429cfce5ca2e2ae383b71},
      year = {2023}
    }
    

24. Marc Marone and Benjamin Van Durme. 2023. Data Portraits: Recording Foundation Model Training Data. In Neural Information Processing Systems. [pdf] [bibtex]

    @inproceedings{257378087,
      author = {{Marc Marone} and {Benjamin Van Durme}},
      booktitle = {Neural Information Processing Systems},
      month = mar,
      title = {Data Portraits: Recording Foundation Model Training Data},
      url = {https://www.semanticscholar.org/paper/572b92972eff7501ca2b109b8998cdcb69aa1958},
      year = {2023}
    }
    

25. Elias Stengel-Eskin and Benjamin Van Durme. 2023. Did You Mean...? Confidence-based Trade-offs in Semantic Parsing. In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

    @inproceedings{257805227,
      author = {{Elias Stengel-Eskin} and {Benjamin Van Durme}},
      booktitle = {Conference on Empirical Methods in Natural Language Processing},
      month = mar,
      title = {Did You Mean...? Confidence-based Trade-offs in Semantic Parsing},
      url = {https://www.semanticscholar.org/paper/695a24f4bd79293d7c4dc41ce3f86c66d601f930},
      year = {2023}
    }
    

26. Andrew Blair-Stanek, Nils Holzenberger, and Benjamin Van Durme. 2023. Can GPT-3 Perform Statutory Reasoning? In International Conference on Artificial Intelligence and Law. [pdf] [bibtex]

    @inproceedings{256826996,
      author = {{Andrew Blair-Stanek} and {Nils Holzenberger} and {Benjamin Van Durme}},
      booktitle = {International Conference on Artificial Intelligence and Law},
      month = feb,
      title = {Can GPT-3 Perform Statutory Reasoning?},
      url = {https://www.semanticscholar.org/paper/5f5253fb15ac382e96ade0335baf1cfaa240fb1d},
      year = {2023}
    }
    

27. Kate Sanders, David Etter, Reno Kriz, and Benjamin Van Durme. 2023. MultiVENT: Multilingual Videos of Events and Aligned Natural Text. In Neural Information Processing Systems. [pdf] [bibtex]

    @inproceedings{268042483,
      author = {{Kate Sanders} and {David Etter} and {Reno Kriz} and {Benjamin Van Durme}},
      booktitle = {Neural Information Processing Systems},
      title = {MultiVENT: Multilingual Videos of Events and Aligned Natural Text},
      url = {https://www.semanticscholar.org/paper/30e77a7464e9d62a4a9b075050d82ef85c4ea899},
      year = {2023}
    }
    

28. Shabnam Behzad, Seth Ebner, Marc Marone, Benjamin Van Durme, and M. Yarmohammadi. 2023. The Effect of Alignment Correction on Cross-Lingual Annotation Projection. In Law. [pdf] [bibtex]

    @inproceedings{259376735,
      author = {{Shabnam Behzad} and {Seth Ebner} and {Marc Marone} and {Benjamin Van Durme} and {M. Yarmohammadi}},
      booktitle = {Law},
      title = {The Effect of Alignment Correction on Cross-Lingual Annotation Projection},
      url = {https://www.semanticscholar.org/paper/aa1e031bf55623ede8087e5643d067f652c7c94f},
      year = {2023}
    }
    

2022

1. Zhuowan Li, Cihang Xie, Benjamin Van Durme, and Alan Yuille. 2022. Localization vs. Semantics: Visual Representations in Unimodal and Multimodal Models. In Conference of the European Chapter of the Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{267321036,
     author = {{Zhuowan Li} and {Cihang Xie} and {Benjamin Van Durme} and {Alan Yuille}},
     booktitle = {Conference of the European Chapter of the Association for Computational Linguistics},
     month = dec,
     title = {Localization vs. Semantics: Visual Representations in Unimodal and Multimodal Models},
     url = {https://www.semanticscholar.org/paper/36d71337d5450f53179ebb069347bd8c85034a89},
     year = {2022}
   }
   

2. Orion Weller, Aleem Khan, Nathaniel Weir, Dawn J Lawrie, and Benjamin Van Durme. 2022. Defending Against Disinformation Attacks in Open-Domain Question Answering. In Conference of the European Chapter of the Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{258685264,
     author = {{Orion Weller} and {Aleem Khan} and {Nathaniel Weir} and {Dawn J Lawrie} and {Benjamin Van Durme}},
     booktitle = {Conference of the European Chapter of the Association for Computational Linguistics},
     month = dec,
     title = {Defending Against Disinformation Attacks in Open-Domain Question Answering},
     url = {https://www.semanticscholar.org/paper/4abcd01b9341ffe3bcbb8b90439e4fd967d68533},
     year = {2022}
   }
   

3. Kangda Wei, Dawn J Lawrie, Benjamin Van Durme, Yunmo Chen, and Orion Weller. 2022. When Do Decompositions Help for Machine Reading? In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

   @inproceedings{254877586,
     author = {{Kangda Wei} and {Dawn J Lawrie} and {Benjamin Van Durme} and {Yunmo Chen} and {Orion Weller}},
     booktitle = {Conference on Empirical Methods in Natural Language Processing},
     month = dec,
     title = {When Do Decompositions Help for Machine Reading?},
     url = {https://www.semanticscholar.org/paper/624ea7bdaf7e8e3f7bd76f72aa665b562f0dd70a},
     year = {2022}
   }
   

4. Nathaniel Weir, Ryan Thomas, Randolph D’Amore, Kellie Hill, Benjamin Van Durme, and Harsh Jhamtani. 2022. Ontologically Faithful Generation of Non-Player Character Dialogues. In arXiv.org. [pdf] [bibtex]

   @inproceedings{254926993,
     author = {{Nathaniel Weir} and {Ryan Thomas} and {Randolph D'Amore} and {Kellie Hill} and {Benjamin Van Durme} and {Harsh Jhamtani}},
     booktitle = {arXiv.org},
     month = dec,
     title = {Ontologically Faithful Generation of Non-Player Character Dialogues},
     url = {https://www.semanticscholar.org/paper/68f1b94bbc900d2b5c60192a7e9eea4b046dd18a},
     year = {2022}
   }
   

5. Zhuowan Li, Xingrui Wang, Elias Stengel-Eskin, Adam Kortylewski, Wufei Ma, Benjamin Van Durme, Alan Yuille Johns Hopkins University, U. California, Max Planck Institute for Informatics, and U. Freiburg. 2022. Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning. In Computer Vision and Pattern Recognition. [pdf] [bibtex]

   @inproceedings{254125164,
     author = {{Zhuowan Li} and {Xingrui Wang} and {Elias Stengel-Eskin} and {Adam Kortylewski} and {Wufei Ma} and {Benjamin Van Durme} and {Alan Yuille Johns Hopkins University} and {U. California} and {Max Planck Institute for Informatics} and {U. Freiburg}},
     booktitle = {Computer Vision and Pattern Recognition},
     month = dec,
     title = {Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning},
     url = {https://www.semanticscholar.org/paper/cb6365a1aa3133318ce7fa2461b6d1d48cd8152e},
     year = {2022}
   }
   

6. Elias Stengel-Eskin, Jimena Guallar-Blasco, Yi Zhou, and Benjamin Van Durme. 2022. Why Did the Chicken Cross the Road? Rephrasing and Analyzing Ambiguous Questions in VQA. In Annual Meeting of the Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{253510682,
     author = {{Elias Stengel-Eskin} and {Jimena Guallar-Blasco} and {Yi Zhou} and {Benjamin Van Durme}},
     booktitle = {Annual Meeting of the Association for Computational Linguistics},
     month = nov,
     title = {Why Did the Chicken Cross the Road? Rephrasing and Analyzing Ambiguous Questions in VQA},
     url = {https://www.semanticscholar.org/paper/49e5c310b5025927f725d9e7ff1eb2d911d545c5},
     year = {2022}
   }
   

7. Elias Stengel-Eskin and Benjamin Van Durme. 2022. Calibrated Interpretation: Confidence Estimation in Semantic Parsing. In Transactions of the Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{253510101,
     author = {{Elias Stengel-Eskin} and {Benjamin Van Durme}},
     booktitle = {Transactions of the Association for Computational Linguistics},
     month = nov,
     title = {Calibrated Interpretation: Confidence Estimation in Semantic Parsing},
     url = {https://www.semanticscholar.org/paper/c428f1621f79925311082d8d7425dd4d50cd64ed},
     year = {2022}
   }
   

8. Kate Sanders, Reno Kriz, Anqi Liu, and Benjamin Van Durme. 2022. Ambiguous Images With Human Judgments for Robust Visual Event Classification. In Neural Information Processing Systems. [pdf] [bibtex]

   @inproceedings{252735237,
     author = {{Kate Sanders} and {Reno Kriz} and {Anqi Liu} and {Benjamin Van Durme}},
     booktitle = {Neural Information Processing Systems},
     month = oct,
     title = {Ambiguous Images With Human Judgments for Robust Visual Event Classification},
     url = {https://www.semanticscholar.org/paper/2a55f57716576fdd5840252d673aabe9a676fced},
     year = {2022}
   }
   

9. Yukun Feng, Patrick Xia, Benjamin Van Durme, and João Sedoc. 2022. Automatic Document Selection for Efficient Encoder Pretraining. In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

   @inproceedings{253018582,
     author = {{Yukun Feng} and {Patrick Xia} and {Benjamin Van Durme} and {João Sedoc}},
     booktitle = {Conference on Empirical Methods in Natural Language Processing},
     month = oct,
     title = {Automatic Document Selection for Efficient Encoder Pretraining},
     url = {https://www.semanticscholar.org/paper/4bef9d46209ac8988ea5ab83547149760d4af65e},
     year = {2022}
   }
   

10. Yunmo Chen, William Gantt, Weiwei Gu, Tongfei Chen, Aaron Steven White, and Benjamin Van Durme. 2022. Iterative Document-level Information Extraction via Imitation Learning. In Conference of the European Chapter of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{252873525,
      author = {{Yunmo Chen} and {William Gantt} and {Weiwei Gu} and {Tongfei Chen} and {Aaron Steven White} and {Benjamin Van Durme}},
      booktitle = {Conference of the European Chapter of the Association for Computational Linguistics},
      month = oct,
      title = {Iterative Document-level Information Extraction via Imitation Learning},
      url = {https://www.semanticscholar.org/paper/67e82404e2c4d57d018fa64a4974b459a7fe7d84},
      year = {2022}
    }
    

11. Weiwei Gu, Boyuan Zheng, Yunmo Chen, Tongfei Chen, and Benjamin Van Durme. 2022. An Empirical Study on Finding Spans. In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

    @inproceedings{252873563,
      author = {{Weiwei Gu} and {Boyuan Zheng} and {Yunmo Chen} and {Tongfei Chen} and {Benjamin Van Durme}},
      booktitle = {Conference on Empirical Methods in Natural Language Processing},
      month = oct,
      title = {An Empirical Study on Finding Spans},
      url = {https://www.semanticscholar.org/paper/6dac365d3ff10de1a7fe464c5c5007e0aa644184},
      year = {2022}
    }
    

12. Patrick Xia and Benjamin Van Durme. 2022. Online Neural Coreference Resolution with Rollback. In Proceedings of the Fifth Workshop on Computational Models of Reference, Anaphora and Coreference, pages 13–21, Gyeongju, Republic of Korea. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{252819467,
      address = {Gyeongju, Republic of Korea},
      author = {Xia, Patrick and Van Durme, Benjamin},
      booktitle = {Proceedings of the Fifth Workshop on Computational Models of Reference, Anaphora and Coreference},
      month = oct,
      pages = {13--21},
      publisher = {Association for Computational Linguistics},
      title = {Online Neural Coreference Resolution with Rollback},
      url = {https://aclanthology.org/2022.crac-1.2},
      year = {2022}
    }
    

13. Nathaniel Weir and Benjamin Van Durme. 2022. NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning. In Preprint. [pdf] [bibtex]

    @inproceedings{258762900,
      author = {{Nathaniel Weir} and {Benjamin Van Durme}},
      booktitle = {Preprint},
      month = sep,
      title = {NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning},
      url = {https://www.semanticscholar.org/paper/52aa0f1347459ab9dec1655fc8fa29866919f624},
      year = {2022}
    }
    

14. Boyuan Zheng, Patrick Xia, M. Yarmohammadi, and Benjamin Van Durme. 2022. Multilingual Coreference Resolution in Multiparty Dialogue. In Transactions of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{251253396,
      author = {{Boyuan Zheng} and {Patrick Xia} and {M. Yarmohammadi} and {Benjamin Van Durme}},
      booktitle = {Transactions of the Association for Computational Linguistics},
      month = aug,
      title = {Multilingual Coreference Resolution in Multiparty Dialogue},
      url = {https://www.semanticscholar.org/paper/ced26dee12fe5fa2f666bcc2ba5b0a1969240887},
      year = {2022}
    }
    

15. Orion Weller, Marc Marone, Vladimir Braverman, Dawn Lawrie, and Benjamin Van Durme. 2022. Pretrained Models for Multilingual Federated Learning. In Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 1413–1421, Seattle, United States. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{249394542,
      address = {Seattle, United States},
      author = {Weller, Orion and Marone, Marc and Braverman, Vladimir and Lawrie, Dawn and Van Durme, Benjamin},
      booktitle = {Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies},
      doi = {10.18653/v1/2022.naacl-main.101},
      month = jul,
      pages = {1413--1421},
      publisher = {Association for Computational Linguistics},
      title = {Pretrained Models for Multilingual Federated Learning},
      url = {https://aclanthology.org/2022.naacl-main.101},
      year = {2022}
    }
    

16. Andrew Blair-stanek and Benjamin Van Durme. 2022. Improved Induction of Narrative Chains via Cross-Document Relations. In Proceedings of the 11th Joint Conference on Lexical and Computational Semantics, pages 208–212, Seattle, Washington. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{250390635,
      address = {Seattle, Washington},
      author = {Blair-stanek, Andrew and Van Durme, Benjamin},
      booktitle = {Proceedings of the 11th Joint Conference on Lexical and Computational Semantics},
      doi = {10.18653/v1/2022.starsem-1.18},
      month = jul,
      pages = {208--212},
      publisher = {Association for Computational Linguistics},
      title = {Improved Induction of Narrative Chains via Cross-Document Relations},
      url = {https://aclanthology.org/2022.starsem-1.18},
      year = {2022}
    }
    

17. Chenyu Zhang, Benjamin Van Durme, Zhuowan Li, and Elias Stengel-Eskin. 2022. Visual Commonsense in Pretrained Unimodal and Multimodal Models. In Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 5321–5335, Seattle, United States. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{248512651,
      address = {Seattle, United States},
      author = {Zhang, Chenyu and Van Durme, Benjamin and Li, Zhuowan and Stengel-Eskin, Elias},
      booktitle = {Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies},
      doi = {10.18653/v1/2022.naacl-main.390},
      month = jul,
      pages = {5321--5335},
      publisher = {Association for Computational Linguistics},
      title = {Visual Commonsense in Pretrained Unimodal and Multimodal Models},
      url = {https://aclanthology.org/2022.naacl-main.390},
      year = {2022}
    }
    

18. Ryan Volum, Sudha Rao, Michael Xu, Gabriel DesGarennes, Chris Brockett, Benjamin Van Durme, Olivia Deng, Akanksha Malhotra, and Bill Dolan. 2022. Craft an Iron Sword: Dynamically Generating Interactive Game Characters by Prompting Large Language Models Tuned on Code. In Proceedings of the 3rd Wordplay: When Language Meets Games Workshop (Wordplay 2022), pages 25–43, Seattle, United States. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{250391058,
      address = {Seattle, United States},
      author = {Volum, Ryan and Rao, Sudha and Xu, Michael and DesGarennes, Gabriel and Brockett, Chris and Van Durme, Benjamin and Deng, Olivia and Malhotra, Akanksha and Dolan, Bill},
      booktitle = {Proceedings of the 3rd Wordplay: When Language Meets Games Workshop (Wordplay 2022)},
      doi = {10.18653/v1/2022.wordplay-1.3},
      month = jul,
      pages = {25--43},
      publisher = {Association for Computational Linguistics},
      title = {Craft an Iron Sword: Dynamically Generating Interactive Game Characters by Prompting Large Language Models Tuned on Code},
      url = {https://aclanthology.org/2022.wordplay-1.3},
      year = {2022}
    }
    

19. Richard Shin and Benjamin Van Durme. 2022. Few-Shot Semantic Parsing with Language Models Trained on Code. In Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 5417–5425, Seattle, United States. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{245218525,
      address = {Seattle, United States},
      author = {Shin, Richard and Van Durme, Benjamin},
      booktitle = {Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies},
      doi = {10.18653/v1/2022.naacl-main.396},
      month = jul,
      pages = {5417--5425},
      publisher = {Association for Computational Linguistics},
      title = {Few-Shot Semantic Parsing with Language Models Trained on Code},
      url = {https://aclanthology.org/2022.naacl-main.396},
      year = {2022}
    }
    

20. Subhro Roy, Sam Thomson, Tongfei Chen, Richard Shin, Adam Pauls, Jason Eisner, Benjamin Van Durme, Microsoft Semantic Machines, and Scaled Cognition. 2022. BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing. In Neural Information Processing Systems. [pdf] [bibtex]

    @inproceedings{266876125,
      author = {{Subhro Roy} and {Sam Thomson} and {Tongfei Chen} and {Richard Shin} and {Adam Pauls} and {Jason Eisner} and {Benjamin Van Durme} and {Microsoft Semantic Machines} and {Scaled Cognition}},
      booktitle = {Neural Information Processing Systems},
      month = jun,
      title = {BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing},
      url = {https://www.semanticscholar.org/paper/95e2f656017f9ec5d9cd411b1f744b278131ce6c},
      year = {2022}
    }
    

21. Noah Weber, Anton Belyy, Nils Holzenberger, Rachel Rudinger, and Benjamin Van Durme. 2022. Human Schema Curation via Causal Association Rule Mining. In Proceedings of the 16th Linguistic Annotation Workshop (LAW-XVI) within LREC2022, pages 139–150, Marseille, France. European Language Resources Association. [pdf] [bibtex]

    @inproceedings{245837977,
      address = {Marseille, France},
      author = {Weber, Noah and Belyy, Anton and Holzenberger, Nils and Rudinger, Rachel and Van Durme, Benjamin},
      booktitle = {Proceedings of the 16th Linguistic Annotation Workshop (LAW-XVI) within LREC2022},
      month = jun,
      pages = {139--150},
      publisher = {European Language Resources Association},
      title = {Human Schema Curation via Causal Association Rule Mining},
      url = {https://aclanthology.org/2022.law-1.17},
      year = {2022}
    }
    

22. Nils Holzenberger, Yunmo Chen, and Benjamin Van Durme. 2022. Asking the Right Questions in Low Resource Template Extraction. In arXiv.org. [pdf] [bibtex]

    @inproceedings{249062873,
      author = {{Nils Holzenberger} and {Yunmo Chen} and {Benjamin Van Durme}},
      booktitle = {arXiv.org},
      month = may,
      title = {Asking the Right Questions in Low Resource Template Extraction},
      url = {https://www.semanticscholar.org/paper/196b71b4e8465dd632954cf499f0467754cbd9d4},
      year = {2022}
    }
    

23. Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Benjamin Van Durme, J. Eisner, and Yu Su. 2022. When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems. In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

    @inproceedings{249017588,
      author = {{Elias Stengel-Eskin} and {Emmanouil Antonios Platanios} and {Adam Pauls} and {Sam Thomson} and {Hao Fang} and {Benjamin Van Durme} and {J. Eisner} and {Yu Su}},
      booktitle = {Conference on Empirical Methods in Natural Language Processing},
      month = may,
      title = {When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems},
      url = {https://www.semanticscholar.org/paper/1a5fcd44ebba0aaecc0397b26957fcc5e5476033},
      year = {2022}
    }
    

24. Anton Belyy, Chieh-yang Huang, Jacob Andreas, Emmanouil Antonios Platanios, Sam Thomson, Richard Shin, Subhro Roy, Aleksandr Nisnevich, Charles Chen, and Benjamin Van Durme. 2022. Guided K-best Selection for Semantic Parsing Annotation. In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, pages 114–126, Dublin, Ireland. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{248780424,
      address = {Dublin, Ireland},
      author = {Belyy, Anton and Huang, Chieh-yang and Andreas, Jacob and Platanios, Emmanouil Antonios and Thomson, Sam and Shin, Richard and Roy, Subhro and Nisnevich, Aleksandr and Chen, Charles and Van Durme, Benjamin},
      booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: System Demonstrations},
      doi = {10.18653/v1/2022.acl-demo.11},
      month = may,
      pages = {114--126},
      publisher = {Association for Computational Linguistics},
      title = {Guided K-best Selection for Semantic Parsing Annotation},
      url = {https://aclanthology.org/2022.acl-demo.11},
      year = {2022}
    }
    

25. Kevin Yang, Olivia Deng, Charles Chen, Richard Shin, Subhro Roy, and Benjamin Van Durme. 2022. Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation. In Findings of the Association for Computational Linguistics: ACL 2022, pages 3685–3695, Dublin, Ireland. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{248779994,
      address = {Dublin, Ireland},
      author = {Yang, Kevin and Deng, Olivia and Chen, Charles and Shin, Richard and Roy, Subhro and Van Durme, Benjamin},
      booktitle = {Findings of the Association for Computational Linguistics: ACL 2022},
      doi = {10.18653/v1/2022.findings-acl.291},
      month = may,
      pages = {3685--3695},
      publisher = {Association for Computational Linguistics},
      title = {Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation},
      url = {https://aclanthology.org/2022.findings-acl.291},
      year = {2022}
    }
    

26. Elias Stengel-Eskin and Benjamin Van Durme. 2022. The Curious Case of Control. In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

    @inproceedings{249018130,
      author = {{Elias Stengel-Eskin} and {Benjamin Van Durme}},
      booktitle = {Conference on Empirical Methods in Natural Language Processing},
      month = may,
      title = {The Curious Case of Control},
      url = {https://www.semanticscholar.org/paper/a3780e8f45b6c1ab3e27c0ad87c3ea23176dc8a7},
      year = {2022}
    }
    

27. Shijie Wu, Benjamin Van Durme, and Mark Dredze. 2022. Zero-shot Cross-lingual Transfer is Under-specified Optimization. In Proceedings of the 7th Workshop on Representation Learning for NLP, pages 236–248, Dublin, Ireland. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{248779901,
      address = {Dublin, Ireland},
      author = {Wu, Shijie and Van Durme, Benjamin and Dredze, Mark},
      booktitle = {Proceedings of the 7th Workshop on Representation Learning for NLP},
      doi = {10.18653/v1/2022.repl4nlp-1.25},
      month = may,
      pages = {236--248},
      publisher = {Association for Computational Linguistics},
      title = {Zero-shot Cross-lingual Transfer is Under-specified Optimization},
      url = {https://aclanthology.org/2022.repl4nlp-1.25},
      year = {2022}
    }
    

28. Michelle Yuan, Patrick Xia, Chandler May, Benjamin Van Durme, and Jordan Boyd-Graber. 2022. Adapting Coreference Resolution Models through Active Learning. In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 7533–7549, Dublin, Ireland. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{247778877,
      address = {Dublin, Ireland},
      author = {Yuan, Michelle and Xia, Patrick and May, Chandler and Van Durme, Benjamin and Boyd-Graber, Jordan},
      booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
      doi = {10.18653/v1/2022.acl-long.519},
      month = may,
      pages = {7533--7549},
      publisher = {Association for Computational Linguistics},
      title = {Adapting Coreference Resolution Models through Active Learning},
      url = {https://aclanthology.org/2022.acl-long.519},
      year = {2022}
    }
    

29. Nathaniel Weir, Xingdi Yuan, Marc-Alexandre Côté, Matthew J. Hausknecht, R. Laroche, I. Momennejad, H. V. Seijen, and Benjamin Van Durme. 2022. One-Shot Learning from a Demonstration with Hierarchical Latent Language. In Adaptive Agents and Multi-Agent Systems. [pdf] [bibtex]

    @inproceedings{247318673,
      author = {{Nathaniel Weir} and {Xingdi Yuan} and {Marc-Alexandre Côté} and {Matthew J. Hausknecht} and {R. Laroche} and {I. Momennejad} and {H. V. Seijen} and {Benjamin Van Durme}},
      booktitle = {Adaptive Agents and Multi-Agent Systems},
      month = mar,
      title = {One-Shot Learning from a Demonstration with Hierarchical Latent Language},
      url = {https://www.semanticscholar.org/paper/1d41a0ddda57caa6c8d268dd1703e4c9b35db18b},
      year = {2022}
    }
    

30. Guanghui Qin, Yukun Feng, and Benjamin Van Durme. 2022. The NLP Task Effectiveness of Long-Range Transformers. In Conference of the European Chapter of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{246867127,
      author = {{Guanghui Qin} and {Yukun Feng} and {Benjamin Van Durme}},
      booktitle = {Conference of the European Chapter of the Association for Computational Linguistics},
      month = feb,
      title = {The NLP Task Effectiveness of Long-Range Transformers},
      url = {https://www.semanticscholar.org/paper/8db711adf1beb3e0c2ec492f3936841d827404e9},
      year = {2022}
    }
    

31. Subhro Roy, Sam Thomson, Tongfei Chen, Richard Shin, Adam Pauls, J. Eisner, and Benjamin Van Durme. 2022. BenchCLAMP: A Benchmark for Evaluating Language Models on Semantic Parsing. In arXiv.org. [pdf] [bibtex]

    @inproceedings{249926634,
      author = {{Subhro Roy} and {Sam Thomson} and {Tongfei Chen} and {Richard Shin} and {Adam Pauls} and {J. Eisner} and {Benjamin Van Durme}},
      booktitle = {arXiv.org},
      title = {BenchCLAMP: A Benchmark for Evaluating Language Models on Semantic Parsing},
      url = {https://www.semanticscholar.org/paper/132751a80632e80a90d7c3d3cd8a361f48fdb9b4},
      year = {2022}
    }
    

32. Orion Weller, Aleem Khan, Nathaniel Weir, Dawn J Lawrie, and Benjamin Van Durme. 2022. Defending Against Poisoning Attacks in Open-Domain Question Answering. In arXiv.org. [pdf] [bibtex]

    @inproceedings{254877071,
      author = {{Orion Weller} and {Aleem Khan} and {Nathaniel Weir} and {Dawn J Lawrie} and {Benjamin Van Durme}},
      booktitle = {arXiv.org},
      title = {Defending Against Poisoning Attacks in Open-Domain Question Answering},
      url = {https://www.semanticscholar.org/paper/7e44002c4f78458987a90dc7a0408d60dd5cdb7c},
      year = {2022}
    }
    

33. Zhengping Jiang, Anqi Liu, and Benjamin Van Durme. 2022. Calibrating Zero-shot Cross-lingual (Un-)structured Predictions. In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

    @inproceedings{250551977,
      author = {{Zhengping Jiang} and {Anqi Liu} and {Benjamin Van Durme}},
      booktitle = {Conference on Empirical Methods in Natural Language Processing},
      title = {Calibrating Zero-shot Cross-lingual (Un-)structured Predictions},
      url = {https://www.semanticscholar.org/paper/850bba74f19a9856982f8d525bfab9c49658f298},
      year = {2022}
    }
    

34. Zhuowan Li, Cihang Xie, Benjamin Van Durme, Alan Yuille Johns Hopkins University, U. California, and Santa Cruz. 2022. Localization vs. Semantics: How Can Language Benefit Visual Representation Learning? In arXiv.org. [pdf] [bibtex]

    @inproceedings{254125621,
      author = {{Zhuowan Li} and {Cihang Xie} and {Benjamin Van Durme} and {Alan Yuille Johns Hopkins University} and {U. California} and {Santa Cruz}},
      booktitle = {arXiv.org},
      title = {Localization vs. Semantics: How Can Language Benefit Visual Representation Learning?},
      url = {https://www.semanticscholar.org/paper/970a8ed9de244b080aa69dbf5996a37057909ca6},
      year = {2022}
    }
    

35. Nathaniel Weir and Benjamin Van Durme. 2022. Dynamic Generation of Interpretable Inference Rules in a Neuro-Symbolic Expert System. In arXiv.org. [pdf] [bibtex]

    @inproceedings{252355543,
      author = {{Nathaniel Weir} and {Benjamin Van Durme}},
      booktitle = {arXiv.org},
      title = {Dynamic Generation of Interpretable Inference Rules in a Neuro-Symbolic Expert System},
      url = {https://www.semanticscholar.org/paper/fa46f4ddd5c6e793a47c61db9c1ecde7ea1c82bc},
      year = {2022}
    }
    

2021

1. Haoran Xu, Benjamin Van Durme, and Kenton Murray. 2021. BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation. In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, pages 6663–6675, Online and Punta Cana, Dominican Republic. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{237485586,
     address = {Online and Punta Cana, Dominican Republic},
     author = {Xu, Haoran and Van Durme, Benjamin and Murray, Kenton},
     booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing},
     doi = {10.18653/v1/2021.emnlp-main.534},
     month = nov,
     pages = {6663--6675},
     publisher = {Association for Computational Linguistics},
     title = {{BERT}, m{BERT}, or {B}i{BERT}? A Study on Contextualized Embeddings for Neural Machine Translation},
     url = {https://aclanthology.org/2021.emnlp-main.534},
     year = {2021}
   }
   

2. Richard Shin, Christopher Lin, Sam Thomson, Charles Chen, Subhro Roy, Emmanouil Antonios Platanios, Adam Pauls, Dan Klein, Jason Eisner, and Benjamin Van Durme. 2021. Constrained Language Models Yield Few-Shot Semantic Parsers. In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, pages 7699–7715, Online and Punta Cana, Dominican Republic. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{233297024,
     address = {Online and Punta Cana, Dominican Republic},
     author = {Shin, Richard and Lin, Christopher and Thomson, Sam and Chen, Charles and Roy, Subhro and Platanios, Emmanouil Antonios and Pauls, Adam and Klein, Dan and Eisner, Jason and Van Durme, Benjamin},
     booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing},
     doi = {10.18653/v1/2021.emnlp-main.608},
     month = nov,
     pages = {7699--7715},
     publisher = {Association for Computational Linguistics},
     title = {Constrained Language Models Yield Few-Shot Semantic Parsers},
     url = {https://aclanthology.org/2021.emnlp-main.608},
     year = {2021}
   }
   

3. Patrick Xia and Benjamin Van Durme. 2021. Moving on from OntoNotes: Coreference Resolution Model Transfer. In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, pages 5241–5256, Online and Punta Cana, Dominican Republic. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{233296405,
     address = {Online and Punta Cana, Dominican Republic},
     author = {Xia, Patrick and Van Durme, Benjamin},
     booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing},
     doi = {10.18653/v1/2021.emnlp-main.425},
     month = nov,
     pages = {5241--5256},
     publisher = {Association for Computational Linguistics},
     title = {Moving on from {O}nto{N}otes: Coreference Resolution Model Transfer},
     url = {https://aclanthology.org/2021.emnlp-main.425},
     year = {2021}
   }
   

4. Mahsa Yarmohammadi, Shijie Wu, Marc Marone, Haoran Xu, Seth Ebner, Guanghui Qin, Yunmo Chen, Jialiang Guo, Craig Harman, Kenton Murray, Aaron Steven White, Mark Dredze, and Benjamin Van Durme. 2021. Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction. In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, pages 1950–1967, Online and Punta Cana, Dominican Republic. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{237504044,
     address = {Online and Punta Cana, Dominican Republic},
     author = {Yarmohammadi, Mahsa and Wu, Shijie and Marone, Marc and Xu, Haoran and Ebner, Seth and Qin, Guanghui and Chen, Yunmo and Guo, Jialiang and Harman, Craig and Murray, Kenton and White, Aaron Steven and Dredze, Mark and Van Durme, Benjamin},
     booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing},
     doi = {10.18653/v1/2021.emnlp-main.149},
     month = nov,
     pages = {1950--1967},
     publisher = {Association for Computational Linguistics},
     title = {Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction},
     url = {https://aclanthology.org/2021.emnlp-main.149},
     year = {2021}
   }
   

5. Zhuowan Li, Elias Stengel-Eskin, Yixiao Zhang, Cihang Xie, Q. Tran, Benjamin Van Durme, and A. Yuille. 2021. Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images. In IEEE International Conference on Computer Vision. [pdf] [bibtex]

   @inproceedings{238253118,
     author = {{Zhuowan Li} and {Elias Stengel-Eskin} and {Yixiao Zhang} and {Cihang Xie} and {Q. Tran} and {Benjamin Van Durme} and {A. Yuille}},
     booktitle = {IEEE International Conference on Computer Vision},
     month = oct,
     title = {Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images},
     url = {https://www.semanticscholar.org/paper/40b065eb3aa5c5a54962aee78ebe30943beaabb1},
     year = {2021}
   }
   

6. Jiefu Ou, Nathaniel Weir, Anton Belyy, Felix Yu, and Benjamin Van Durme. 2021. InFillmore: Frame-Guided Language Generation with Bidirectional Context. In Proceedings of *SEM 2021: The Tenth Joint Conference on Lexical and Computational Semantics, pages 129–142, Online. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{235422140,
     address = {Online},
     author = {Ou, Jiefu and Weir, Nathaniel and Belyy, Anton and Yu, Felix and Van Durme, Benjamin},
     booktitle = {Proceedings of *SEM 2021: The Tenth Joint Conference on Lexical and Computational Semantics},
     doi = {10.18653/v1/2021.starsem-1.12},
     month = aug,
     pages = {129--142},
     publisher = {Association for Computational Linguistics},
     title = {{I}n{F}illmore: Frame-Guided Language Generation with Bidirectional Context},
     url = {https://aclanthology.org/2021.starsem-1.12},
     year = {2021}
   }
   

7. Nils Holzenberger and Benjamin Van Durme. 2021. Factoring Statutory Reasoning as Language Understanding Challenges. In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), pages 2742–2758, Online. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{234742598,
     address = {Online},
     author = {Holzenberger, Nils and Van Durme, Benjamin},
     booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)},
     doi = {10.18653/v1/2021.acl-long.213},
     month = aug,
     pages = {2742--2758},
     publisher = {Association for Computational Linguistics},
     title = {Factoring Statutory Reasoning as Language Understanding Challenges},
     url = {https://aclanthology.org/2021.acl-long.213},
     year = {2021}
   }
   

8. Thomas Lippincott and Ben Van Durme. 2021. Active learning and negative evidence for language identification. In Proceedings of the Second Workshop on Data Science with Human in the Loop: Language Advances, pages 47–51, Online. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{235097272,
     address = {Online},
     author = {Lippincott, Thomas and Van Durme, Ben},
     booktitle = {Proceedings of the Second Workshop on Data Science with Human in the Loop: Language Advances},
     doi = {10.18653/v1/2021.dash-1.8},
     month = jun,
     pages = {47--51},
     publisher = {Association for Computational Linguistics},
     title = {Active learning and negative evidence for language identification},
     url = {https://aclanthology.org/2021.dash-1.8},
     year = {2021}
   }
   

9. Andrew Blair-Stanek and Benjamin Van Durme. 2021. AI for Tax Analogies and Code Renumbering. In Tax Law: Practitioner Series eJournal. [pdf] [bibtex]

   @inproceedings{236512351,
     author = {{Andrew Blair-Stanek} and {Benjamin Van Durme}},
     booktitle = {Tax Law: Practitioner Series eJournal},
     month = may,
     title = {AI for Tax Analogies and Code Renumbering},
     url = {https://www.semanticscholar.org/paper/a0c8218fcac4fe920b55bb930147b9aea58d3de2},
     year = {2021}
   }
   

10. Patrick Xia, Guanghui Qin, Siddharth Vashishtha, Yunmo Chen, Tongfei Chen, Chandler May, Craig Harman, Kyle Rawlins, Aaron Steven White, and Benjamin Van Durme. 2021. LOME: Large Ontology Multilingual Extraction. In Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, pages 149–159, Online. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{231719525,
      address = {Online},
      author = {Xia, Patrick and Qin, Guanghui and Vashishtha, Siddharth and Chen, Yunmo and Chen, Tongfei and May, Chandler and Harman, Craig and Rawlins, Kyle and White, Aaron Steven and Van Durme, Benjamin},
      booktitle = {Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations},
      doi = {10.18653/v1/2021.eacl-demos.19},
      month = apr,
      pages = {149--159},
      publisher = {Association for Computational Linguistics},
      title = {{LOME}: Large Ontology Multilingual Extraction},
      url = {https://aclanthology.org/2021.eacl-demos.19},
      year = {2021}
    }
    

11. Haoran Xu, Seth Ebner, Mahsa Yarmohammadi, Aaron Steven White, Benjamin Van Durme, and Kenton Murray. 2021. Gradual Fine-Tuning for Low-Resource Domain Adaptation. In Proceedings of the Second Workshop on Domain Adaptation for NLP, pages 214–221, Kyiv, Ukraine. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{232105094,
      address = {Kyiv, Ukraine},
      author = {Xu, Haoran and Ebner, Seth and Yarmohammadi, Mahsa and White, Aaron Steven and Van Durme, Benjamin and Murray, Kenton},
      booktitle = {Proceedings of the Second Workshop on Domain Adaptation for NLP},
      month = apr,
      pages = {214--221},
      publisher = {Association for Computational Linguistics},
      title = {Gradual Fine-Tuning for Low-Resource Domain Adaptation},
      url = {https://aclanthology.org/2021.adaptnlp-1.22},
      year = {2021}
    }
    

12. Elias Stengel-Eskin, Jimena Guallar-Blasco, and Benjamin Van Durme. 2021. Human-Model Divergence in the Handling of Vagueness. In Proceedings of the Society for Computation in Linguistics 2021, pages 390–393, Online. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{235252761,
      address = {Online},
      author = {Stengel-Eskin, Elias and Guallar-Blasco, Jimena and Van Durme, Benjamin},
      booktitle = {Proceedings of the Society for Computation in Linguistics 2021},
      month = feb,
      pages = {390--393},
      publisher = {Association for Computational Linguistics},
      title = {Human-Model Divergence in the Handling of Vagueness},
      url = {https://aclanthology.org/2021.scil-1.42},
      year = {2021}
    }
    

13. Elias Stengel-Eskin, Jimena Guallar-Blasco, and Benjamin Van Durme. 2021. Human-Model Divergence in the Handling of Vagueness. In Proceedings of the Society for Computation in Linguistics 2021, pages 390–393, Online. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{238251637,
      address = {Online},
      author = {Stengel-Eskin, Elias and Guallar-Blasco, Jimena and Van Durme, Benjamin},
      booktitle = {Proceedings of the Society for Computation in Linguistics 2021},
      month = feb,
      pages = {390--393},
      publisher = {Association for Computational Linguistics},
      title = {Human-Model Divergence in the Handling of Vagueness},
      url = {https://aclanthology.org/2021.scil-1.42},
      year = {2021}
    }
    

14. Luyu Gao, Zhuyun Dai, Tongfei Chen, Zhen Fan, Benjamin Van Durme, and Jamie Callan. 2021. Complement Lexical Retrieval Model with Semantic Residual Embeddings. In European Conference on Information Retrieval. [pdf] [bibtex]

    @inproceedings{232423090,
      author = {{Luyu Gao} and {Zhuyun Dai} and {Tongfei Chen} and {Zhen Fan} and {Benjamin Van Durme} and {Jamie Callan}},
      booktitle = {European Conference on Information Retrieval},
      title = {Complement Lexical Retrieval Model with Semantic Residual Embeddings},
      url = {https://www.semanticscholar.org/paper/1e4b28465d3166dd4fedeb5f23d4c768c170e859},
      year = {2021}
    }
    

15. Elias Stengel-Eskin, Kenton Murray, Sheng Zhang, Aaron Steven White, and Benjamin Van Durme. 2021. Joint Universal Syntactic and Semantic Parsing. Transactions of the Association for Computational Linguistics, 9:756–773. [pdf] [bibtex]

    @article{233210159,
      address = {Cambridge, MA},
      author = {Stengel-Eskin, Elias and Murray, Kenton and Zhang, Sheng and White, Aaron Steven and Van Durme, Benjamin},
      doi = {10.1162/tacl_a_00396},
      journal = {Transactions of the Association for Computational Linguistics},
      pages = {756--773},
      publisher = {MIT Press},
      title = {Joint Universal Syntactic and Semantic Parsing},
      url = {https://aclanthology.org/2021.tacl-1.46},
      volume = {9},
      year = {2021}
    }
    

16. Ryan Culkin, J. Edward Hu, Elias Stengel-Eskin, Guanghui Qin, and Benjamin Van Durme. 2021. Iterative Paraphrastic Augmentation with Discriminative Span Alignment. Transactions of the Association for Computational Linguistics, 9:494–509. [pdf] [bibtex]

    @article{220280680,
      address = {Cambridge, MA},
      author = {Culkin, Ryan and Hu, J. Edward and Stengel-Eskin, Elias and Qin, Guanghui and Durme, Benjamin Van},
      doi = {10.1162/tacl_a_00380},
      journal = {Transactions of the Association for Computational Linguistics},
      pages = {494--509},
      publisher = {MIT Press},
      title = {Iterative Paraphrastic Augmentation with Discriminative Span Alignment},
      url = {https://aclanthology.org/2021.tacl-1.30},
      volume = {9},
      year = {2021}
    }
    

2020

1. Michelle Yuan, Mozhi Zhang, Benjamin Van Durme, Leah Findlater, and Jordan Boyd-Graber. 2020. Interactive Refinement of Cross-Lingual Word Embeddings. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 5984–5996, Online. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{207847777,
     address = {Online},
     author = {Yuan, Michelle and Zhang, Mozhi and Van Durme, Benjamin and Findlater, Leah and Boyd-Graber, Jordan},
     booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)},
     doi = {10.18653/v1/2020.emnlp-main.482},
     month = nov,
     pages = {5984--5996},
     publisher = {Association for Computational Linguistics},
     title = {Interactive Refinement of Cross-Lingual Word Embeddings},
     url = {https://aclanthology.org/2020.emnlp-main.482},
     year = {2020}
   }
   

2. Yunmo Chen, Tongfei Chen, Seth Ebner, Aaron Steven White, and Benjamin Van Durme. 2020. Reading the Manual: Event Extraction as Definition Comprehension. In Proceedings of the Fourth Workshop on Structured Prediction for NLP, pages 74–83, Online. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{208547716,
     address = {Online},
     author = {Chen, Yunmo and Chen, Tongfei and Ebner, Seth and White, Aaron Steven and Van Durme, Benjamin},
     booktitle = {Proceedings of the Fourth Workshop on Structured Prediction for NLP},
     doi = {10.18653/v1/2020.spnlp-1.9},
     month = nov,
     pages = {74--83},
     publisher = {Association for Computational Linguistics},
     title = {Reading the Manual: Event Extraction as Definition Comprehension},
     url = {https://aclanthology.org/2020.spnlp-1.9},
     year = {2020}
   }
   

3. Nathaniel Weir, João Sedoc, and Benjamin Van Durme. 2020. COD3S: Diverse Generation with Discrete Semantic Signatures. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 5199–5211, Online. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{222141569,
     address = {Online},
     author = {Weir, Nathaniel and Sedoc, Jo{\~a}o and Van Durme, Benjamin},
     booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)},
     doi = {10.18653/v1/2020.emnlp-main.421},
     month = nov,
     pages = {5199--5211},
     publisher = {Association for Computational Linguistics},
     title = {{COD3S}: Diverse Generation with Discrete Semantic Signatures},
     url = {https://aclanthology.org/2020.emnlp-main.421},
     year = {2020}
   }
   

4. Yunmo Chen, Tongfei Chen, and Benjamin Van Durme. 2020. Joint Modeling of Arguments for Event Understanding. In Proceedings of the First Workshop on Computational Approaches to Discourse, pages 96–101, Online. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{226283556,
     address = {Online},
     author = {Chen, Yunmo and Chen, Tongfei and Van Durme, Benjamin},
     booktitle = {Proceedings of the First Workshop on Computational Approaches to Discourse},
     doi = {10.18653/v1/2020.codi-1.10},
     month = nov,
     pages = {96--101},
     publisher = {Association for Computational Linguistics},
     title = {Joint Modeling of Arguments for Event Understanding},
     url = {https://aclanthology.org/2020.codi-1.10},
     year = {2020}
   }
   

5. Siddharth Vashishtha, Adam Poliak, Yash Kumar Lal, Benjamin Van Durme, and Aaron Steven White. 2020. Temporal Reasoning in Natural Language Inference. In Findings of the Association for Computational Linguistics: EMNLP 2020, pages 4070–4078, Online. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{226283745,
     address = {Online},
     author = {Vashishtha, Siddharth and Poliak, Adam and Lal, Yash Kumar and Van Durme, Benjamin and White, Aaron Steven},
     booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2020},
     doi = {10.18653/v1/2020.findings-emnlp.363},
     month = nov,
     pages = {4070--4078},
     publisher = {Association for Computational Linguistics},
     title = {Temporal Reasoning in Natural Language Inference},
     url = {https://aclanthology.org/2020.findings-emnlp.363},
     year = {2020}
   }
   

6. Patrick Xia, João Sedoc, and Benjamin Van Durme. 2020. Incremental Neural Coreference Resolution in Constant Memory. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 8617–8624, Online. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{222225270,
     address = {Online},
     author = {Xia, Patrick and Sedoc, Jo{\~a}o and Van Durme, Benjamin},
     booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)},
     doi = {10.18653/v1/2020.emnlp-main.695},
     month = nov,
     pages = {8617--8624},
     publisher = {Association for Computational Linguistics},
     title = {Incremental Neural Coreference Resolution in Constant Memory},
     url = {https://aclanthology.org/2020.emnlp-main.695},
     year = {2020}
   }
   

7. Abhinav Singh, Patrick Xia, Guanghui Qin, Mahsa Yarmohammadi, and Benjamin Van Durme. 2020. CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models. In Proceedings of the Fourth Workshop on Structured Prediction for NLP, pages 11–16, Online. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{225103260,
     address = {Online},
     author = {Singh, Abhinav and Xia, Patrick and Qin, Guanghui and Yarmohammadi, Mahsa and Van Durme, Benjamin},
     booktitle = {Proceedings of the Fourth Workshop on Structured Prediction for NLP},
     doi = {10.18653/v1/2020.spnlp-1.2},
     month = nov,
     pages = {11--16},
     publisher = {Association for Computational Linguistics},
     title = {{C}opy{N}ext: Explicit Span Copying and Alignment in Sequence to Sequence Models},
     url = {https://aclanthology.org/2020.spnlp-1.2},
     year = {2020}
   }
   

8. Patrick Xia, Shijie Wu, and Benjamin Van Durme. 2020. Which *BERT? A Survey Organizing Contextualized Encoders. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 7516–7533, Online. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{222124957,
     address = {Online},
     author = {Xia, Patrick and Wu, Shijie and Van Durme, Benjamin},
     booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)},
     doi = {10.18653/v1/2020.emnlp-main.608},
     month = nov,
     pages = {7516--7533},
     publisher = {Association for Computational Linguistics},
     title = {Which *{BERT}? {A} Survey Organizing Contextualized Encoders},
     url = {https://aclanthology.org/2020.emnlp-main.608},
     year = {2020}
   }
   

9. Noah Weber, Rachel Rudinger, and Benjamin Van Durme. 2020. Causal Inference of Script Knowledge. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 7583–7596, Online. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{214774853,
     address = {Online},
     author = {Weber, Noah and Rudinger, Rachel and Van Durme, Benjamin},
     booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)},
     doi = {10.18653/v1/2020.emnlp-main.612},
     month = nov,
     pages = {7583--7596},
     publisher = {Association for Computational Linguistics},
     title = {Causal Inference of Script Knowledge},
     url = {https://aclanthology.org/2020.emnlp-main.612},
     year = {2020}
   }
   

10. Tongfei Chen, Zhengping Jiang, Adam Poliak, Keisuke Sakaguchi, and Benjamin Van Durme. 2020. Uncertain Natural Language Inference. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pages 8772–8779, Online. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{202230727,
      address = {Online},
      author = {Chen, Tongfei and Jiang, Zhengping and Poliak, Adam and Sakaguchi, Keisuke and Van Durme, Benjamin},
      booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics},
      doi = {10.18653/v1/2020.acl-main.774},
      month = jul,
      pages = {8772--8779},
      publisher = {Association for Computational Linguistics},
      title = {Uncertain Natural Language Inference},
      url = {https://aclanthology.org/2020.acl-main.774},
      year = {2020}
    }
    

11. Elias Stengel-Eskin, Aaron Steven White, Sheng Zhang, and Benjamin Van Durme. 2020. Universal Decompositional Semantic Parsing. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pages 8427–8439, Online. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{218487850,
      address = {Online},
      author = {Stengel-Eskin, Elias and White, Aaron Steven and Zhang, Sheng and Van Durme, Benjamin},
      booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics},
      doi = {10.18653/v1/2020.acl-main.746},
      month = jul,
      pages = {8427--8439},
      publisher = {Association for Computational Linguistics},
      title = {Universal Decompositional Semantic Parsing},
      url = {https://aclanthology.org/2020.acl-main.746},
      year = {2020}
    }
    

12. Seth Ebner, Patrick Xia, Ryan Culkin, Kyle Rawlins, and Benjamin Van Durme. 2020. Multi-Sentence Argument Linking. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pages 8057–8077, Online. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{207853145,
      address = {Online},
      author = {Ebner, Seth and Xia, Patrick and Culkin, Ryan and Rawlins, Kyle and Van Durme, Benjamin},
      booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics},
      doi = {10.18653/v1/2020.acl-main.718},
      month = jul,
      pages = {8057--8077},
      publisher = {Association for Computational Linguistics},
      title = {Multi-Sentence Argument Linking},
      url = {https://aclanthology.org/2020.acl-main.718},
      year = {2020}
    }
    

13. Anton Belyy and Benjamin Van Durme. 2020. Script Induction as Association Rule Mining. In Proceedings of the First Joint Workshop on Narrative Understanding, Storylines, and Events, pages 55–62, Online. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{220445819,
      address = {Online},
      author = {Belyy, Anton and Van Durme, Benjamin},
      booktitle = {Proceedings of the First Joint Workshop on Narrative Understanding, Storylines, and Events},
      doi = {10.18653/v1/2020.nuse-1.7},
      month = jul,
      pages = {55--62},
      publisher = {Association for Computational Linguistics},
      title = {Script Induction as Association Rule Mining},
      url = {https://aclanthology.org/2020.nuse-1.7},
      year = {2020}
    }
    

14. Tongfei Chen, Yunmo Chen, and Benjamin Van Durme. 2020. Hierarchical Entity Typing via Multi-level Learning to Rank. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pages 8465–8475, Online. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{214802500,
      address = {Online},
      author = {Chen, Tongfei and Chen, Yunmo and Van Durme, Benjamin},
      booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics},
      doi = {10.18653/v1/2020.acl-main.749},
      month = jul,
      pages = {8465--8475},
      publisher = {Association for Computational Linguistics},
      title = {Hierarchical Entity Typing via Multi-level Learning to Rank},
      url = {https://aclanthology.org/2020.acl-main.749},
      year = {2020}
    }
    

15. Aaron Steven White, Elias Stengel-Eskin, Siddharth Vashishtha, Venkata Subrahmanyan Govindarajan, Dee Ann Reisinger, Tim Vieira, Keisuke Sakaguchi, Sheng Zhang, Francis Ferraro, Rachel Rudinger, Kyle Rawlins, and Benjamin Van Durme. 2020. The Universal Decompositional Semantics Dataset and Decomp Toolkit. In Proceedings of the Twelfth Language Resources and Evaluation Conference, pages 5698–5707, Marseille, France. European Language Resources Association. [pdf] [bibtex]

    @inproceedings{203593081,
      address = {Marseille, France},
      author = {White, Aaron Steven and Stengel-Eskin, Elias and Vashishtha, Siddharth and Govindarajan, Venkata Subrahmanyan and Reisinger, Dee Ann and Vieira, Tim and Sakaguchi, Keisuke and Zhang, Sheng and Ferraro, Francis and Rudinger, Rachel and Rawlins, Kyle and Van Durme, Benjamin},
      booktitle = {Proceedings of the Twelfth Language Resources and Evaluation Conference},
      isbn = {979-10-95546-34-4},
      language = {English},
      month = may,
      pages = {5698--5707},
      publisher = {European Language Resources Association},
      title = {The Universal Decompositional Semantics Dataset and Decomp Toolkit},
      url = {https://aclanthology.org/2020.lrec-1.699},
      year = {2020}
    }
    

16. Nils Holzenberger, Andrew Blair-Stanek, and Benjamin Van Durme. 2020. A Dataset for Statutory Reasoning in Tax Law Entailment and Question Answering. In NLLP@KDD. [pdf] [bibtex]

    @inproceedings{218581117,
      author = {{Nils Holzenberger} and {Andrew Blair-Stanek} and {Benjamin Van Durme}},
      booktitle = {NLLP@KDD},
      month = may,
      title = {A Dataset for Statutory Reasoning in Tax Law Entailment and Question Answering},
      url = {https://www.semanticscholar.org/paper/008209015471fc685e6ceb6a478693f878c9d778},
      year = {2020}
    }
    

17. Nathaniel Weir, Adam Poliak, and Benjamin Van Durme. 2020. Probing Neural Language Models for Human Tacit Assumptions. In Annual Meeting of the Cognitive Science Society. [pdf] [bibtex]

    @inproceedings{219708687,
      author = {{Nathaniel Weir} and {Adam Poliak} and {Benjamin Van Durme}},
      booktitle = {Annual Meeting of the Cognitive Science Society},
      month = apr,
      title = {Probing Neural Language Models for Human Tacit Assumptions},
      url = {https://www.semanticscholar.org/paper/774319233a107a29622003a115aa6c79f4a7b37f},
      year = {2020}
    }
    

18. Zhongyang Li, Xiao Ding, Ting Liu, J. Edward Hu, and Benjamin Van Durme. 2020. Guided Generation of Cause and Effect. In Christian Bessiere, editor, Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI 2020, pages 3629–3636. ijcai.org. [pdf] [bibtex]

    @inproceedings{220485081,
      author = {Li, Zhongyang and Ding, Xiao and Liu, Ting and Hu, J. Edward and Durme, Benjamin Van},
      bibsource = {dblp computer science bibliography, https://dblp.org},
      biburl = {https://dblp.org/rec/conf/ijcai/LiD0HD20.bib},
      booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
      Artificial Intelligence, {IJCAI} 2020},
      doi = {10.24963/ijcai.2020/502},
      editor = {Bessiere, Christian},
      pages = {3629--3636},
      publisher = {ijcai.org},
      timestamp = {Mon, 13 Jul 2020 01:00:00 +0200},
      title = {Guided Generation of Cause and Effect},
      url = {https://doi.org/10.24963/ijcai.2020/502},
      year = {2020}
    }
    

2019

1. Elias Stengel-Eskin, Tzu-ray Su, Matt Post, and Benjamin Van Durme. 2019. A Discriminative Neural Model for Cross-Lingual Word Alignment. In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), pages 910–920, Hong Kong, China. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{202122610,
     address = {Hong Kong, China},
     author = {Stengel-Eskin, Elias and Su, Tzu-ray and Post, Matt and Van Durme, Benjamin},
     booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)},
     doi = {10.18653/v1/D19-1084},
     month = nov,
     pages = {910--920},
     publisher = {Association for Computational Linguistics},
     title = {A Discriminative Neural Model for Cross-Lingual Word Alignment},
     url = {https://aclanthology.org/D19-1084},
     year = {2019}
   }
   

2. J. Edward Hu, Abhinav Singh, Nils Holzenberger, Matt Post, and Benjamin Van Durme. 2019. Large-Scale, Diverse, Paraphrastic Bitexts via Sampling and Clustering. In Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL), pages 44–54, Hong Kong, China. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{207984304,
     address = {Hong Kong, China},
     author = {Hu, J. Edward and Singh, Abhinav and Holzenberger, Nils and Post, Matt and Van Durme, Benjamin},
     booktitle = {Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL)},
     doi = {10.18653/v1/K19-1005},
     month = nov,
     pages = {44--54},
     publisher = {Association for Computational Linguistics},
     title = {Large-Scale, Diverse, Paraphrastic Bitexts via Sampling and Clustering},
     url = {https://aclanthology.org/K19-1005},
     year = {2019}
   }
   

3. Sheng Zhang, Xutai Ma, Kevin Duh, and Benjamin Van Durme. 2019. Broad-Coverage Semantic Parsing as Transduction. In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), pages 3786–3798, Hong Kong, China. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{202233360,
     address = {Hong Kong, China},
     author = {Zhang, Sheng and Ma, Xutai and Duh, Kevin and Van Durme, Benjamin},
     booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)},
     doi = {10.18653/v1/D19-1392},
     month = nov,
     pages = {3786--3798},
     publisher = {Association for Computational Linguistics},
     title = {Broad-Coverage Semantic Parsing as Transduction},
     url = {https://aclanthology.org/D19-1392},
     year = {2019}
   }
   

4. Seth Ebner, Felicity Wang, and Benjamin Van Durme. 2019. Bag-of-Words Transfer: Non-Contextual Techniques for Multi-Task Learning. In Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource NLP (DeepLo 2019), pages 40–46, Hong Kong, China. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{208332259,
     address = {Hong Kong, China},
     author = {Ebner, Seth and Wang, Felicity and Van Durme, Benjamin},
     booktitle = {Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource NLP (DeepLo 2019)},
     doi = {10.18653/v1/D19-6105},
     month = nov,
     pages = {40--46},
     publisher = {Association for Computational Linguistics},
     title = {Bag-of-Words Transfer: Non-Contextual Techniques for Multi-Task Learning},
     url = {https://aclanthology.org/D19-6105},
     year = {2019}
   }
   

5. Matthew Francis-Landau and Benjamin Van Durme. 2019. Exact and/or Fast Nearest Neighbors. In ArXiv. [pdf] [bibtex]

   @inproceedings{203837027,
     author = {{Matthew Francis-Landau} and {Benjamin Van Durme}},
     booktitle = {ArXiv},
     month = oct,
     title = {Exact and/or Fast Nearest Neighbors},
     url = {https://www.semanticscholar.org/paper/198a2b07e71037e47b45b989a072418060ec4422},
     year = {2019}
   }
   

6. Najoung Kim, Kyle Rawlins, Benjamin Van Durme, and Paul Smolensky. 2019. Predicting Argumenthood of English Preposition Phrases. In The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19). [pdf] [bibtex]

   @inproceedings{52338594,
     author = {Kim, Najoung and Rawlins, Kyle and Durme, Benjamin Van and Smolensky, Paul},
     booktitle = {The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19)},
     month = sep,
     title = {Predicting Argumenthood of English Preposition Phrases},
     url = {https://www.semanticscholar.org/paper/611f838579b0fa05ef6ac4557bd3b7e8f5956ad6},
     year = {2019}
   }
   

7. Alex Wang, Jan Hula, Patrick Xia, Raghavendra Pappagari, R. Thomas McCoy, Roma Patel, Najoung Kim, Ian Tenney, Yinghui Huang, Katherin Yu, Shuning Jin, Berlin Chen, Benjamin Van Durme, Edouard Grave, Ellie Pavlick, and Samuel R. Bowman. 2019. Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, pages 4465–4476, Florence, Italy. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{182952400,
     address = {Florence, Italy},
     author = {Wang, Alex and Hula, Jan and Xia, Patrick and Pappagari, Raghavendra and McCoy, R. Thomas and Patel, Roma and Kim, Najoung and Tenney, Ian and Huang, Yinghui and Yu, Katherin and Jin, Shuning and Chen, Berlin and Van Durme, Benjamin and Grave, Edouard and Pavlick, Ellie and Bowman, Samuel R.},
     booktitle = {Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics},
     doi = {10.18653/v1/P19-1439},
     month = jul,
     pages = {4465--4476},
     publisher = {Association for Computational Linguistics},
     title = {Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling},
     url = {https://aclanthology.org/P19-1439},
     year = {2019}
   }
   

8. Zhongyang Li, Tongfei Chen, and Benjamin Van Durme. 2019. Learning to Rank for Plausible Plausibility. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, pages 4818–4823, Florence, Italy. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{174799447,
     address = {Florence, Italy},
     author = {Li, Zhongyang and Chen, Tongfei and Van Durme, Benjamin},
     booktitle = {Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics},
     doi = {10.18653/v1/P19-1475},
     month = jul,
     pages = {4818--4823},
     publisher = {Association for Computational Linguistics},
     title = {Learning to Rank for Plausible Plausibility},
     url = {https://aclanthology.org/P19-1475},
     year = {2019}
   }
   

9. Siddharth Vashishtha, Benjamin Van Durme, and Aaron Steven White. 2019. Fine-Grained Temporal Relation Extraction. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, pages 2906–2919, Florence, Italy. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{59599681,
     address = {Florence, Italy},
     author = {Vashishtha, Siddharth and Van Durme, Benjamin and White, Aaron Steven},
     booktitle = {Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics},
     doi = {10.18653/v1/P19-1280},
     month = jul,
     pages = {2906--2919},
     publisher = {Association for Computational Linguistics},
     title = {Fine-Grained Temporal Relation Extraction},
     url = {https://aclanthology.org/P19-1280},
     year = {2019}
   }
   

10. Yonatan Belinkov, Adam Poliak, Stuart Shieber, Benjamin Van Durme, and Alexander Rush. 2019. Don’t Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, pages 877–891, Florence, Italy. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{195060880,
      address = {Florence, Italy},
      author = {Belinkov, Yonatan and Poliak, Adam and Shieber, Stuart and Van Durme, Benjamin and Rush, Alexander},
      booktitle = {Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics},
      doi = {10.18653/v1/P19-1084},
      month = jul,
      pages = {877--891},
      publisher = {Association for Computational Linguistics},
      title = {Don{'}t Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference},
      url = {https://aclanthology.org/P19-1084},
      year = {2019}
    }
    

11. Sheng Zhang, Xutai Ma, Kevin Duh, and Benjamin Van Durme. 2019. AMR Parsing as Sequence-to-Graph Transduction. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, pages 80–94, Florence, Italy. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{160009452,
      address = {Florence, Italy},
      author = {Zhang, Sheng and Ma, Xutai and Duh, Kevin and Van Durme, Benjamin},
      booktitle = {Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics},
      doi = {10.18653/v1/P19-1009},
      month = jul,
      pages = {80--94},
      publisher = {Association for Computational Linguistics},
      title = {{AMR} Parsing as Sequence-to-Graph Transduction},
      url = {https://aclanthology.org/P19-1009},
      year = {2019}
    }
    

12. Yonatan Belinkov, Adam Poliak, Stuart Shieber, Benjamin Van Durme, and Alexander Rush. 2019. On Adversarial Removal of Hypothesis-only Bias in Natural Language Inference. In Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019), pages 256–262, Minneapolis, Minnesota. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{131763622,
      address = {Minneapolis, Minnesota},
      author = {Belinkov, Yonatan and Poliak, Adam and Shieber, Stuart and Van Durme, Benjamin and Rush, Alexander},
      booktitle = {Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*{SEM} 2019)},
      doi = {10.18653/v1/S19-1028},
      month = jun,
      pages = {256--262},
      publisher = {Association for Computational Linguistics},
      title = {On Adversarial Removal of Hypothesis-only Bias in Natural Language Inference},
      url = {https://aclanthology.org/S19-1028},
      year = {2019}
    }
    

13. J. Edward Hu, Huda Khayrallah, Ryan Culkin, Patrick Xia, Tongfei Chen, Matt Post, and Benjamin Van Durme. 2019. Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers), pages 839–850, Minneapolis, Minnesota. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{174800071,
      address = {Minneapolis, Minnesota},
      author = {Hu, J. Edward and Khayrallah, Huda and Culkin, Ryan and Xia, Patrick and Chen, Tongfei and Post, Matt and Van Durme, Benjamin},
      booktitle = {Proceedings of the 2019 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)},
      doi = {10.18653/v1/N19-1090},
      month = jun,
      pages = {839--850},
      publisher = {Association for Computational Linguistics},
      title = {Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting},
      url = {https://aclanthology.org/N19-1090},
      year = {2019}
    }
    

14. Najoung Kim, Roma Patel, Adam Poliak, Patrick Xia, Alex Wang, Tom McCoy, Ian Tenney, Alexis Ross, Tal Linzen, Benjamin Van Durme, Samuel R. Bowman, and Ellie Pavlick. 2019. Probing What Different NLP Tasks Teach Machines about Function Word Comprehension. In Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019), pages 235–249, Minneapolis, Minnesota. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{135465591,
      address = {Minneapolis, Minnesota},
      author = {Kim, Najoung and Patel, Roma and Poliak, Adam and Xia, Patrick and Wang, Alex and McCoy, Tom and Tenney, Ian and Ross, Alexis and Linzen, Tal and Van Durme, Benjamin and Bowman, Samuel R. and Pavlick, Ellie},
      booktitle = {Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*{SEM} 2019)},
      doi = {10.18653/v1/S19-1026},
      month = jun,
      pages = {235--249},
      publisher = {Association for Computational Linguistics},
      title = {Probing What Different {NLP} Tasks Teach Machines about Function Word Comprehension},
      url = {https://aclanthology.org/S19-1026},
      year = {2019}
    }
    

15. Najoung Kim, Kyle Rawlins, Benjamin Van Durme, and Paul Smolensky. 2019. Predicting the Argumenthood of English Prepositional Phrases. In The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019, pages 6578–6585. AAAI Press. [pdf] [bibtex]

    @inproceedings{69833386,
      author = {Kim, Najoung and Rawlins, Kyle and Durme, Benjamin Van and Smolensky, Paul},
      bibsource = {dblp computer science bibliography, https://dblp.org},
      biburl = {https://dblp.org/rec/conf/aaai/KimRDS19.bib},
      booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
      2019, The Thirty-First Innovative Applications of Artificial Intelligence
      Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
      Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
      USA, January 27 - February 1, 2019},
      doi = {10.1609/aaai.v33i01.33016578},
      pages = {6578--6585},
      publisher = {{AAAI} Press},
      timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
      title = {Predicting the Argumenthood of English Prepositional Phrases},
      url = {https://doi.org/10.1609/aaai.v33i01.33016578},
      year = {2019}
    }
    

16. J. Edward Hu, Rachel Rudinger, Matt Post, and Benjamin Van Durme. 2019. PARABANK: Monolingual Bitext Generation and Sentential Paraphrasing via Lexically-Constrained Neural Machine Translation. In The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019, pages 6521–6528. AAAI Press. [pdf] [bibtex]

    @inproceedings{57825777,
      author = {Hu, J. Edward and Rudinger, Rachel and Post, Matt and Durme, Benjamin Van},
      bibsource = {dblp computer science bibliography, https://dblp.org},
      biburl = {https://dblp.org/rec/conf/aaai/HuRPD19.bib},
      booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
      2019, The Thirty-First Innovative Applications of Artificial Intelligence
      Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
      Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
      USA, January 27 - February 1, 2019},
      doi = {10.1609/aaai.v33i01.33016521},
      pages = {6521--6528},
      publisher = {{AAAI} Press},
      timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
      title = {{PARABANK:} Monolingual Bitext Generation and Sentential Paraphrasing
      via Lexically-Constrained Neural Machine Translation},
      url = {https://doi.org/10.1609/aaai.v33i01.33016521},
      year = {2019}
    }
    

17. Yunmo Chen, Seth Ebner, Tongfei Chen, Patrick Xia, Elias Stengel-Eskin, Tzu-Ray Su, J. E. Hu, Nils Holzenberger, Ryan Culkin, Craig Harman, Max Thomas, Thomas Lippincott, A. White, Kyle Rawlins, and Benjamin Van Durme. 2019. NIST TAC SM-KBP 2019 System Description: JHU/UR Framework. In TAC. [pdf] [bibtex]

    @inproceedings{221461628,
      author = {{Yunmo Chen} and {Seth Ebner} and {Tongfei Chen} and {Patrick Xia} and {Elias Stengel-Eskin} and {Tzu-Ray Su} and {J. E. Hu} and {Nils Holzenberger} and {Ryan Culkin} and {Craig Harman} and {Max Thomas} and {Thomas Lippincott} and {A. White} and {Kyle Rawlins} and {Benjamin Van Durme}},
      booktitle = {TAC},
      title = {NIST TAC SM-KBP 2019 System Description: JHU/UR Framework},
      url = {https://www.semanticscholar.org/paper/86304bbf271cbd48a6801a55e17837316a8250ec},
      year = {2019}
    }
    

18. Ian Tenney, Patrick Xia, Berlin Chen, Alex Wang, Adam Poliak, R. Thomas McCoy, Najoung Kim, Benjamin Van Durme, Samuel R. Bowman, Dipanjan Das, and Ellie Pavlick. 2019. What do you learn from context? Probing for sentence structure in contextualized word representations. In 7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019. OpenReview.net. [pdf] [bibtex]

    @inproceedings{108300988,
      author = {Tenney, Ian and Xia, Patrick and Chen, Berlin and Wang, Alex and Poliak, Adam and McCoy, R. Thomas and Kim, Najoung and Durme, Benjamin Van and Bowman, Samuel R. and Das, Dipanjan and Pavlick, Ellie},
      bibsource = {dblp computer science bibliography, https://dblp.org},
      biburl = {https://dblp.org/rec/conf/iclr/TenneyXCWPMKDBD19.bib},
      booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
      New Orleans, LA, USA, May 6-9, 2019},
      publisher = {OpenReview.net},
      timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
      title = {What do you learn from context? Probing for sentence structure in
      contextualized word representations},
      url = {https://openreview.net/forum?id=SJzSgnRcKX},
      year = {2019}
    }
    

19. Venkata Govindarajan, Benjamin Van Durme, and Aaron Steven White. 2019. Decomposing Generalization: Models of Generic, Habitual, and Episodic Statements. Transactions of the Association for Computational Linguistics, 7:501–517. [pdf] [bibtex]

    @article{59523723,
      address = {Cambridge, MA},
      author = {Govindarajan, Venkata and Van Durme, Benjamin and White, Aaron Steven},
      doi = {10.1162/tacl_a_00285},
      journal = {Transactions of the Association for Computational Linguistics},
      pages = {501--517},
      publisher = {MIT Press},
      title = {Decomposing Generalization: Models of Generic, Habitual, and Episodic Statements},
      url = {https://aclanthology.org/Q19-1035},
      volume = {7},
      year = {2019}
    }
    

2018

1. Adam Poliak, Aparajita Haldar, Rachel Rudinger, J. Edward Hu, Ellie Pavlick, Aaron Steven White, and Benjamin Van Durme. 2018. Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, pages 67–81, Brussels, Belgium. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{52123220,
     address = {Brussels, Belgium},
     author = {Poliak, Adam and Haldar, Aparajita and Rudinger, Rachel and Hu, J. Edward and Pavlick, Ellie and White, Aaron Steven and Van Durme, Benjamin},
     booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing},
     doi = {10.18653/v1/D18-1007},
     month = oct,
     pages = {67--81},
     publisher = {Association for Computational Linguistics},
     title = {Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation},
     url = {https://aclanthology.org/D18-1007},
     year = {2018}
   }
   

2. Sheng Zhang, Xutai Ma, Rachel Rudinger, Kevin Duh, and Benjamin Van Durme. 2018. Cross-lingual Decompositional Semantic Parsing. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, pages 1664–1675, Brussels, Belgium. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{53081957,
     address = {Brussels, Belgium},
     author = {Zhang, Sheng and Ma, Xutai and Rudinger, Rachel and Duh, Kevin and Van Durme, Benjamin},
     booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing},
     doi = {10.18653/v1/D18-1194},
     month = oct,
     pages = {1664--1675},
     publisher = {Association for Computational Linguistics},
     title = {Cross-lingual Decompositional Semantic Parsing},
     url = {https://aclanthology.org/D18-1194},
     year = {2018}
   }
   

3. Sheng Zhang, Xiaodong Liu, Jingjing Liu, Jianfeng Gao, Kevin Duh, and Benjamin Van Durme. 2018. ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading Comprehension. In ArXiv. [pdf] [bibtex]

   @inproceedings{53116244,
     author = {{Sheng Zhang} and {Xiaodong Liu} and {Jingjing Liu} and {Jianfeng Gao} and {Kevin Duh} and {Benjamin Van Durme}},
     booktitle = {ArXiv},
     month = oct,
     title = {ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading Comprehension},
     url = {https://www.semanticscholar.org/paper/a5b66ee341cb990f7f70a124b5fab3316d3b7e27},
     year = {2018}
   }
   

4. Pushpendre Rastogi, Adam Poliak, V. Lyzinski, and Benjamin Van Durme. 2018. Neural variational entity set expansion for automatically populated knowledge graphs. In Information Retrieval Journal. [pdf] [bibtex]

   @inproceedings{49652556,
     author = {{Pushpendre Rastogi} and {Adam Poliak} and {V. Lyzinski} and {Benjamin Van Durme}},
     booktitle = {Information Retrieval Journal},
     month = oct,
     title = {Neural variational entity set expansion for automatically populated knowledge graphs},
     url = {https://www.semanticscholar.org/paper/ba1bd9b465c26441555f73b9a2a4026dcfb11683},
     year = {2018}
   }
   

5. Rachel Rudinger, Adam Teichert, Ryan Culkin, Sheng Zhang, and Benjamin Van Durme. 2018. Neural-Davidsonian Semantic Proto-role Labeling. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, pages 944–955, Brussels, Belgium. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{5112203,
     address = {Brussels, Belgium},
     author = {Rudinger, Rachel and Teichert, Adam and Culkin, Ryan and Zhang, Sheng and Van Durme, Benjamin},
     booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing},
     doi = {10.18653/v1/D18-1114},
     month = oct,
     pages = {944--955},
     publisher = {Association for Computational Linguistics},
     title = {Neural-{D}avidsonian Semantic Proto-role Labeling},
     url = {https://aclanthology.org/D18-1114},
     year = {2018}
   }
   

6. Aaron Steven White, Rachel Rudinger, Kyle Rawlins, and Benjamin Van Durme. 2018. Lexicosyntactic Inference in Neural Models. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, pages 4717–4724, Brussels, Belgium. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{52048852,
     address = {Brussels, Belgium},
     author = {White, Aaron Steven and Rudinger, Rachel and Rawlins, Kyle and Van Durme, Benjamin},
     booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing},
     doi = {10.18653/v1/D18-1501},
     month = oct,
     pages = {4717--4724},
     publisher = {Association for Computational Linguistics},
     title = {Lexicosyntactic Inference in Neural Models},
     url = {https://aclanthology.org/D18-1501},
     year = {2018}
   }
   

7. Pushpendre Rastogi, Adam Poliak, V. Lyzinski, and Benjamin Van Durme. 2018. Neural variational entity set expansion for automatically populated knowledge graphs. In Information Retrieval Journal. [pdf] [bibtex]

   @inproceedings{254577184,
     author = {{Pushpendre Rastogi} and {Adam Poliak} and {V. Lyzinski} and {Benjamin Van Durme}},
     booktitle = {Information Retrieval Journal},
     month = oct,
     title = {Neural variational entity set expansion for automatically populated knowledge graphs},
     url = {https://www.semanticscholar.org/paper/f6e56a820d9cf00628035c46247da920af589c46},
     year = {2018}
   }
   

8. Adam Poliak, Aparajita Haldar, Rachel Rudinger, J. Edward Hu, Ellie Pavlick, Aaron Steven White, and Benjamin Van Durme. 2018. Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, pages 67–81, Brussels, Belgium. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{260495679,
     address = {Brussels, Belgium},
     author = {Poliak, Adam and Haldar, Aparajita and Rudinger, Rachel and Hu, J. Edward and Pavlick, Ellie and White, Aaron Steven and Van Durme, Benjamin},
     booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing},
     doi = {10.18653/v1/D18-1007},
     month = oct,
     pages = {67--81},
     publisher = {Association for Computational Linguistics},
     title = {Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation},
     url = {https://aclanthology.org/D18-1007},
     year = {2018}
   }
   

9. Yonatan Belinkov, Adam Poliak, S. Shieber, and Benjamin Van Durme. 2018. Mitigating Bias in Natural Language Inference Using Adversarial Learning. In Preprint. [pdf] [bibtex]

   @inproceedings{86558012,
     author = {{Yonatan Belinkov} and {Adam Poliak} and {S. Shieber} and {Benjamin Van Durme}},
     booktitle = {Preprint},
     month = sep,
     title = {Mitigating Bias in Natural Language Inference Using Adversarial Learning},
     url = {https://www.semanticscholar.org/paper/a3d2271bd360f9e5c2ac5a24e5e3945329cc1ca8},
     year = {2018}
   }
   

10. Keisuke Sakaguchi and Benjamin Van Durme. 2018. Efficient Online Scalar Annotation with Bounded Support. In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 208–218, Melbourne, Australia. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{46926791,
      address = {Melbourne, Australia},
      author = {Sakaguchi, Keisuke and Van Durme, Benjamin},
      booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
      doi = {10.18653/v1/P18-1020},
      month = jul,
      pages = {208--218},
      publisher = {Association for Computational Linguistics},
      title = {Efficient Online Scalar Annotation with Bounded Support},
      url = {https://aclanthology.org/P18-1020},
      year = {2018}
    }
    

11. Adam Poliak, Yonatan Belinkov, James Glass, and Benjamin Van Durme. 2018. On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference. In Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers), pages 513–523, New Orleans, Louisiana. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{13888490,
      address = {New Orleans, Louisiana},
      author = {Poliak, Adam and Belinkov, Yonatan and Glass, James and Van Durme, Benjamin},
      booktitle = {Proceedings of the 2018 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers)},
      doi = {10.18653/v1/N18-2082},
      month = jun,
      pages = {513--523},
      publisher = {Association for Computational Linguistics},
      title = {On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference},
      url = {https://aclanthology.org/N18-2082},
      year = {2018}
    }
    

12. Rachel Rudinger, Aaron Steven White, and Benjamin Van Durme. 2018. Neural Models of Factuality. In Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers), pages 731–744, New Orleans, Louisiana. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{4717344,
      address = {New Orleans, Louisiana},
      author = {Rudinger, Rachel and White, Aaron Steven and Van Durme, Benjamin},
      booktitle = {Proceedings of the 2018 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)},
      doi = {10.18653/v1/N18-1067},
      month = jun,
      pages = {731--744},
      publisher = {Association for Computational Linguistics},
      title = {Neural Models of Factuality},
      url = {https://aclanthology.org/N18-1067},
      year = {2018}
    }
    

13. Sheng Zhang, Kevin Duh, and Benjamin Van Durme. 2018. Fine-grained Entity Typing through Increased Discourse Context and Adaptive Classification Thresholds. In Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics, pages 173–179, New Orleans, Louisiana. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{5078515,
      address = {New Orleans, Louisiana},
      author = {Zhang, Sheng and Duh, Kevin and Van Durme, Benjamin},
      booktitle = {Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics},
      doi = {10.18653/v1/S18-2022},
      month = jun,
      pages = {173--179},
      publisher = {Association for Computational Linguistics},
      title = {Fine-grained Entity Typing through Increased Discourse Context and Adaptive Classification Thresholds},
      url = {https://aclanthology.org/S18-2022},
      year = {2018}
    }
    

14. Adam Poliak, Jason Naradowsky, Aparajita Haldar, Rachel Rudinger, and Benjamin Van Durme. 2018. Hypothesis Only Baselines in Natural Language Inference. In Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics, pages 180–191, New Orleans, Louisiana. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{21382535,
      address = {New Orleans, Louisiana},
      author = {Poliak, Adam and Naradowsky, Jason and Haldar, Aparajita and Rudinger, Rachel and Van Durme, Benjamin},
      booktitle = {Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics},
      doi = {10.18653/v1/S18-2023},
      month = jun,
      pages = {180--191},
      publisher = {Association for Computational Linguistics},
      title = {Hypothesis Only Baselines in Natural Language Inference},
      url = {https://aclanthology.org/S18-2023},
      year = {2018}
    }
    

15. Rachel Rudinger, Jason Naradowsky, Brian Leonard, and Benjamin Van Durme. 2018. Gender Bias in Coreference Resolution. In Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers), pages 8–14, New Orleans, Louisiana. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{13756572,
      address = {New Orleans, Louisiana},
      author = {Rudinger, Rachel and Naradowsky, Jason and Leonard, Brian and Van Durme, Benjamin},
      booktitle = {Proceedings of the 2018 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers)},
      doi = {10.18653/v1/N18-2002},
      month = jun,
      pages = {8--14},
      publisher = {Association for Computational Linguistics},
      title = {Gender Bias in Coreference Resolution},
      url = {https://aclanthology.org/N18-2002},
      year = {2018}
    }
    

16. Hongyuan Mei, Sheng Zhang, Kevin Duh, and Benjamin Van Durme. 2018. Halo: Learning Semantics-Aware Representations for Cross-Lingual Information Extraction. In Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics, pages 142–147, New Orleans, Louisiana. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{44097146,
      address = {New Orleans, Louisiana},
      author = {Mei, Hongyuan and Zhang, Sheng and Duh, Kevin and Van Durme, Benjamin},
      booktitle = {Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics},
      doi = {10.18653/v1/S18-2017},
      month = jun,
      pages = {142--147},
      publisher = {Association for Computational Linguistics},
      title = {{H}alo: Learning Semantics-Aware Representations for Cross-Lingual Information Extraction},
      url = {https://aclanthology.org/S18-2017},
      year = {2018}
    }
    

17. Sheng Zhang, Kevin Duh, and Benjamin Van Durme. 2018. Cross-lingual Semantic Parsing. In Technical Report 937, Department of Computer Science, University of Rochester. [pdf] [bibtex]

    @inproceedings{5054966,
      author = {{Sheng Zhang} and {Kevin Duh} and {Benjamin Van Durme}},
      booktitle = {Technical Report 937, Department of Computer Science, University of Rochester},
      month = apr,
      title = {Cross-lingual Semantic Parsing},
      url = {https://www.semanticscholar.org/paper/69ced6c377aadd404893fba6ff36cc004d1e117b},
      year = {2018}
    }
    

18. Adam Poliak, Aparajita Haldar, Rachel Rudinger, J. E. Hu, Ellie Pavlick, A. White, and Benjamin Van Durme. 2018. Towards a Unified Natural Language Inference Framework to Evaluate Sentence Representations. In ArXiv. [pdf] [bibtex]

    @inproceedings{5066983,
      author = {{Adam Poliak} and {Aparajita Haldar} and {Rachel Rudinger} and {J. E. Hu} and {Ellie Pavlick} and {A. White} and {Benjamin Van Durme}},
      booktitle = {ArXiv},
      month = apr,
      title = {Towards a Unified Natural Language Inference Framework to Evaluate Sentence Representations},
      url = {https://www.semanticscholar.org/paper/c40665520563fb872b051bd27d3b43e042869ba4},
      year = {2018}
    }
    

19. Patrick Xia, Elias Stengel-Eskin, Tongfei Chen, Seth Ebner, Nils Holzenberger, Ryan Culkin, Pushpendre Rastogi, Xutai Ma, and Benjamin Van Durme. 2018. NIST TAC SM-KBP 2018 System Description: JHU/UR Pipeline. In TAC. [pdf] [bibtex]

    @inproceedings{198234235,
      author = {{Patrick Xia} and {Elias Stengel-Eskin} and {Tongfei Chen} and {Seth Ebner} and {Nils Holzenberger} and {Ryan Culkin} and {Pushpendre Rastogi} and {Xutai Ma} and {Benjamin Van Durme}},
      booktitle = {TAC},
      title = {NIST TAC SM-KBP 2018 System Description: JHU/UR Pipeline},
      url = {https://www.semanticscholar.org/paper/41d91688bed379cc78ce181a95b41b11e918ec7d},
      year = {2018}
    }
    

20. T. Wolfe, Annabelle Carrell, Mark Dredze, and Benjamin Van Durme. 2018. Summarizing Entities using Distantly Supervised Information Extractors. In ProfS/KG4IR/Data:Search@SIGIR. [pdf] [bibtex]

    @inproceedings{49586717,
      author = {{T. Wolfe} and {Annabelle Carrell} and {Mark Dredze} and {Benjamin Van Durme}},
      booktitle = {ProfS/KG4IR/Data:Search@SIGIR},
      title = {Summarizing Entities using Distantly Supervised Information Extractors},
      url = {https://www.semanticscholar.org/paper/cab5f70ec2dfe9b33726217babc5ee6a42246a62},
      year = {2018}
    }
    

21. Rashmi Sankepally, Tongfei Chen, Benjamin Van Durme, and Douglas W. Oard. 2018. A Test Collection for Coreferent Mention Retrieval. In Kevyn Collins-Thompson, Qiaozhu Mei, Brian D. Davison, Yiqun Liu, and Emine Yilmaz, editors, The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018, pages 1209–1212. ACM. [pdf] [bibtex]

    @inproceedings{44180532,
      author = {Sankepally, Rashmi and Chen, Tongfei and Durme, Benjamin Van and Oard, Douglas W.},
      bibsource = {dblp computer science bibliography, https://dblp.org},
      biburl = {https://dblp.org/rec/conf/sigir/SankepallyCDO18.bib},
      booktitle = {The 41st International {ACM} {SIGIR} Conference on Research {\&} Development
      in Information Retrieval, {SIGIR} 2018, Ann Arbor, MI, USA, July 08-12,
      2018},
      doi = {10.1145/3209978.3210139},
      editor = {Collins{-}Thompson, Kevyn and Mei, Qiaozhu and Davison, Brian D. and Liu, Yiqun and Yilmaz, Emine},
      pages = {1209--1212},
      publisher = {{ACM}},
      timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
      title = {A Test Collection for Coreferent Mention Retrieval},
      url = {https://doi.org/10.1145/3209978.3210139},
      year = {2018}
    }
    

22. Michelle Yuan, Benjamin Van Durme, and Jordan L. Ying. 2018. Multilingual Anchoring: Interactive Topic Modeling and Alignment Across Languages. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, and Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montréal, Canada, pages 8667–8677. [pdf] [bibtex]

    @inproceedings{53561559,
      author = {Yuan, Michelle and Durme, Benjamin Van and Ying, Jordan L.},
      bibsource = {dblp computer science bibliography, https://dblp.org},
      biburl = {https://dblp.org/rec/conf/nips/YuanDY18.bib},
      booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
      on Neural Information Processing Systems 2018, NeurIPS 2018, December
      3-8, 2018, Montr{\'{e}}al, Canada},
      editor = {Bengio, Samy and Wallach, Hanna M. and Larochelle, Hugo and Grauman, Kristen and Cesa{-}Bianchi, Nicol{\`{o}} and Garnett, Roman},
      pages = {8667--8677},
      timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
      title = {Multilingual Anchoring: Interactive Topic Modeling and Alignment Across
      Languages},
      url = {https://proceedings.neurips.cc/paper/2018/hash/28b9f8aa9f07db88404721af4a5b6c11-Abstract.html},
      year = {2018}
    }
    

2017

1. Benjamin Van Durme, Tom Lippincott, Kevin Duh, Deana Burchfield, Adam Poliak, Cash Costello, Tim Finin, Scott Miller, James Mayfield, Philipp Koehn, Craig Harman, Dawn Lawrie, Chandler May, Max Thomas, Annabelle Carrell, Julianne Chaloux, Tongfei Chen, Alex Comerford, Mark Dredze, et al. 2017. CADET: Computer Assisted Discovery Extraction and Translation. In Proceedings of the IJCNLP 2017, System Demonstrations, pages 5–8, Tapei, Taiwan. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{31480655,
     address = {Tapei, Taiwan},
     author = {Van Durme, Benjamin and Lippincott, Tom and Duh, Kevin and Burchfield, Deana and Poliak, Adam and Costello, Cash and Finin, Tim and Miller, Scott and Mayfield, James and Koehn, Philipp and Harman, Craig and Lawrie, Dawn and May, Chandler and Thomas, Max and Carrell, Annabelle and Chaloux, Julianne and Chen, Tongfei and Comerford, Alex and Dredze, Mark and Glass, Benjamin and Hao, Shudong and Martin, Patrick and Rastogi, Pushpendre and Sankepally, Rashmi and Wolfe, Travis and Tran, Ying-Ying and Zhang, Ted},
     booktitle = {Proceedings of the {IJCNLP} 2017, System Demonstrations},
     month = nov,
     pages = {5--8},
     publisher = {Association for Computational Linguistics},
     title = {{CADET}: Computer Assisted Discovery Extraction and Translation},
     url = {https://aclanthology.org/I17-3002},
     year = {2017}
   }
   

2. Aaron Steven White, Pushpendre Rastogi, Kevin Duh, and Benjamin Van Durme. 2017. Inference is Everything: Recasting Semantic Resources into a Unified Evaluation Framework. In Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 1: Long Papers), pages 996–1005, Taipei, Taiwan. Asian Federation of Natural Language Processing. [pdf] [bibtex]

   @inproceedings{12756520,
     address = {Taipei, Taiwan},
     author = {White, Aaron Steven and Rastogi, Pushpendre and Duh, Kevin and Van Durme, Benjamin},
     booktitle = {Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 1: Long Papers)},
     month = nov,
     pages = {996--1005},
     publisher = {Asian Federation of Natural Language Processing},
     title = {Inference is Everything: Recasting Semantic Resources into a Unified Evaluation Framework},
     url = {https://aclanthology.org/I17-1100},
     year = {2017}
   }
   

3. Sheng Zhang, Kevin Duh, and Benjamin Van Durme. 2017. Selective Decoding for Cross-lingual Open Information Extraction. In Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 1: Long Papers), pages 832–842, Taipei, Taiwan. Asian Federation of Natural Language Processing. [pdf] [bibtex]

   @inproceedings{27613595,
     address = {Taipei, Taiwan},
     author = {Zhang, Sheng and Duh, Kevin and Van Durme, Benjamin},
     booktitle = {Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 1: Long Papers)},
     month = nov,
     pages = {832--842},
     publisher = {Asian Federation of Natural Language Processing},
     title = {Selective Decoding for Cross-lingual Open Information Extraction},
     url = {https://aclanthology.org/I17-1084},
     year = {2017}
   }
   

4. Keisuke Sakaguchi, Matt Post, and Benjamin Van Durme. 2017. Grammatical Error Correction with Neural Reinforcement Learning. In Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 2: Short Papers), pages 366–372, Taipei, Taiwan. Asian Federation of Natural Language Processing. [pdf] [bibtex]

   @inproceedings{7833469,
     address = {Taipei, Taiwan},
     author = {Sakaguchi, Keisuke and Post, Matt and Van Durme, Benjamin},
     booktitle = {Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 2: Short Papers)},
     month = nov,
     pages = {366--372},
     publisher = {Asian Federation of Natural Language Processing},
     title = {Grammatical Error Correction with Neural Reinforcement Learning},
     url = {https://aclanthology.org/I17-2062},
     year = {2017}
   }
   

5. Francis Ferraro, Adam Poliak, Ryan Cotterell, and Benjamin Van Durme. 2017. Frame-Based Continuous Lexical Semantics through Exponential Family Tensor Factorization and Semantic Proto-Roles. In Proceedings of the 6th Joint Conference on Lexical and Computational Semantics (*SEM 2017), pages 97–103, Vancouver, Canada. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{10603988,
     address = {Vancouver, Canada},
     author = {Ferraro, Francis and Poliak, Adam and Cotterell, Ryan and Van Durme, Benjamin},
     booktitle = {Proceedings of the 6th Joint Conference on Lexical and Computational Semantics (*{SEM} 2017)},
     doi = {10.18653/v1/S17-1011},
     month = aug,
     pages = {97--103},
     publisher = {Association for Computational Linguistics},
     title = {Frame-Based Continuous Lexical Semantics through Exponential Family Tensor Factorization and Semantic Proto-Roles},
     url = {https://aclanthology.org/S17-1011},
     year = {2017}
   }
   

6. Nicholas Andrews, Mark Dredze, Benjamin Van Durme, and Jason Eisner. 2017. Bayesian Modeling of Lexical Resources for Low-Resource Settings. In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1029–1039, Vancouver, Canada. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{20480670,
     address = {Vancouver, Canada},
     author = {Andrews, Nicholas and Dredze, Mark and Van Durme, Benjamin and Eisner, Jason},
     booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
     doi = {10.18653/v1/P17-1095},
     month = jul,
     pages = {1029--1039},
     publisher = {Association for Computational Linguistics},
     title = {{B}ayesian Modeling of Lexical Resources for Low-Resource Settings},
     url = {https://aclanthology.org/P17-1095},
     year = {2017}
   }
   

7. Keisuke Sakaguchi, Matt Post, and Benjamin Van Durme. 2017. Error-repair Dependency Parsing for Ungrammatical Texts. In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pages 189–195, Vancouver, Canada. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{2290938,
     address = {Vancouver, Canada},
     author = {Sakaguchi, Keisuke and Post, Matt and Van Durme, Benjamin},
     booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)},
     doi = {10.18653/v1/P17-2030},
     month = jul,
     pages = {189--195},
     publisher = {Association for Computational Linguistics},
     title = {Error-repair Dependency Parsing for Ungrammatical Texts},
     url = {https://aclanthology.org/P17-2030},
     year = {2017}
   }
   

8. Travis Wolfe, Mark Dredze, and Benjamin Van Durme. 2017. Pocket Knowledge Base Population. In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pages 305–310, Vancouver, Canada. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{28987238,
     address = {Vancouver, Canada},
     author = {Wolfe, Travis and Dredze, Mark and Van Durme, Benjamin},
     booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)},
     doi = {10.18653/v1/P17-2048},
     month = jul,
     pages = {305--310},
     publisher = {Association for Computational Linguistics},
     title = {Pocket Knowledge Base Population},
     url = {https://aclanthology.org/P17-2048},
     year = {2017}
   }
   

9. Sheng Zhang, Kevin Duh, and Benjamin Van Durme. 2017. MT/IE: Cross-lingual Open Information Extraction with Neural Sequence-to-Sequence Models. In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers, pages 64–70, Valencia, Spain. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{7365249,
     address = {Valencia, Spain},
     author = {Zhang, Sheng and Duh, Kevin and Van Durme, Benjamin},
     booktitle = {Proceedings of the 15th Conference of the {E}uropean Chapter of the Association for Computational Linguistics: Volume 2, Short Papers},
     month = apr,
     pages = {64--70},
     publisher = {Association for Computational Linguistics},
     title = {{MT}/{IE}: Cross-lingual Open Information Extraction with Neural Sequence-to-Sequence Models},
     url = {https://aclanthology.org/E17-2011},
     year = {2017}
   }
   

10. Tongfei Chen and Benjamin Van Durme. 2017. Discriminative Information Retrieval for Question Answering Sentence Selection. In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers, pages 719–725, Valencia, Spain. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{319124,
      address = {Valencia, Spain},
      author = {Chen, Tongfei and Van Durme, Benjamin},
      booktitle = {Proceedings of the 15th Conference of the {E}uropean Chapter of the Association for Computational Linguistics: Volume 2, Short Papers},
      month = apr,
      pages = {719--725},
      publisher = {Association for Computational Linguistics},
      title = {Discriminative Information Retrieval for Question Answering Sentence Selection},
      url = {https://aclanthology.org/E17-2114},
      year = {2017}
    }
    

11. Adam Poliak, Pushpendre Rastogi, M. Patrick Martin, and Benjamin Van Durme. 2017. Efficient, Compositional, Order-sensitive n-gram Embeddings. In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers, pages 503–508, Valencia, Spain. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{6292995,
      address = {Valencia, Spain},
      author = {Poliak, Adam and Rastogi, Pushpendre and Martin, M. Patrick and Van Durme, Benjamin},
      booktitle = {Proceedings of the 15th Conference of the {E}uropean Chapter of the Association for Computational Linguistics: Volume 2, Short Papers},
      month = apr,
      pages = {503--508},
      publisher = {Association for Computational Linguistics},
      title = {Efficient, Compositional, Order-sensitive n-gram Embeddings},
      url = {https://aclanthology.org/E17-2081},
      year = {2017}
    }
    

12. Rachel Rudinger, Chandler May, and Benjamin Van Durme. 2017. Social Bias in Elicited Natural Language Inferences. In Proceedings of the First ACL Workshop on Ethics in Natural Language Processing, pages 74–79, Valencia, Spain. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{5310359,
      address = {Valencia, Spain},
      author = {Rudinger, Rachel and May, Chandler and Van Durme, Benjamin},
      booktitle = {Proceedings of the First {ACL} Workshop on Ethics in Natural Language Processing},
      doi = {10.18653/v1/W17-1609},
      month = apr,
      pages = {74--79},
      publisher = {Association for Computational Linguistics},
      title = {Social Bias in Elicited Natural Language Inferences},
      url = {https://aclanthology.org/W17-1609},
      year = {2017}
    }
    

13. Ryan Cotterell, Adam Poliak, Benjamin Van Durme, and Jason Eisner. 2017. Explaining and Generalizing Skip-Gram through Exponential Family Principal Component Analysis. In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers, pages 175–181, Valencia, Spain. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{14239133,
      address = {Valencia, Spain},
      author = {Cotterell, Ryan and Poliak, Adam and Van Durme, Benjamin and Eisner, Jason},
      booktitle = {Proceedings of the 15th Conference of the {E}uropean Chapter of the Association for Computational Linguistics: Volume 2, Short Papers},
      month = apr,
      pages = {175--181},
      publisher = {Association for Computational Linguistics},
      title = {Explaining and Generalizing Skip-Gram through Exponential Family Principal Component Analysis},
      url = {https://aclanthology.org/E17-2028},
      year = {2017}
    }
    

14. Aaron Steven White, Kyle Rawlins, and Benjamin Van Durme. 2017. The Semantic Proto-Role Linking Model. In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers, pages 92–98, Valencia, Spain. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{14941328,
      address = {Valencia, Spain},
      author = {White, Aaron Steven and Rawlins, Kyle and Van Durme, Benjamin},
      booktitle = {Proceedings of the 15th Conference of the {E}uropean Chapter of the Association for Computational Linguistics: Volume 2, Short Papers},
      month = apr,
      pages = {92--98},
      publisher = {Association for Computational Linguistics},
      title = {The Semantic Proto-Role Linking Model},
      url = {https://aclanthology.org/E17-2015},
      year = {2017}
    }
    

15. Chandler May, Kevin Duh, Benjamin Van Durme, and Ashwin Lall. 2017. Streaming Word Embeddings with the Space-Saving Algorithm. In ArXiv. [pdf] [bibtex]

    @inproceedings{19464052,
      author = {{Chandler May} and {Kevin Duh} and {Benjamin Van Durme} and {Ashwin Lall}},
      booktitle = {ArXiv},
      month = apr,
      title = {Streaming Word Embeddings with the Space-Saving Algorithm},
      url = {https://www.semanticscholar.org/paper/ef6fea9d88aa763460b6cf48b2f60d23c6e60e9c},
      year = {2017}
    }
    

16. T. Wolfe, Mark Dredze, and Benjamin Van Durme. 2017. Feature Generation for Robust Semantic Role Labeling. In ArXiv. [pdf] [bibtex]

    @inproceedings{15368453,
      author = {{T. Wolfe} and {Mark Dredze} and {Benjamin Van Durme}},
      booktitle = {ArXiv},
      month = feb,
      title = {Feature Generation for Robust Semantic Role Labeling},
      url = {https://www.semanticscholar.org/paper/6ec6c2c9a03ad960bd4b23f4281a6a19d9c900be},
      year = {2017}
    }
    

17. Sheng Zhang, Rachel Rudinger, Kevin Duh, and Benjamin Van Durme. 2017. Ordinal Common-sense Inference. Transactions of the Association for Computational Linguistics, 5:379–395. [pdf] [bibtex]

    @article{1461182,
      address = {Cambridge, MA},
      author = {Zhang, Sheng and Rudinger, Rachel and Duh, Kevin and Van Durme, Benjamin},
      doi = {10.1162/tacl_a_00068},
      journal = {Transactions of the Association for Computational Linguistics},
      pages = {379--395},
      publisher = {MIT Press},
      title = {Ordinal Common-sense Inference},
      url = {https://aclanthology.org/Q17-1027},
      volume = {5},
      year = {2017}
    }
    

18. Adam R. Teichert, Adam Poliak, Benjamin Van Durme, and Matthew R. Gormley. 2017. Semantic Proto-Role Labeling. In Satinder P. Singh and Shaul Markovitch, editors, Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA, pages 4459–4466. AAAI Press. [pdf] [bibtex]

    @inproceedings{15225491,
      author = {Teichert, Adam R. and Poliak, Adam and Durme, Benjamin Van and Gormley, Matthew R.},
      bibsource = {dblp computer science bibliography, https://dblp.org},
      biburl = {https://dblp.org/rec/conf/aaai/TeichertPDG17.bib},
      booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
      February 4-9, 2017, San Francisco, California, {USA}},
      editor = {Singh, Satinder P. and Markovitch, Shaul},
      pages = {4459--4466},
      publisher = {{AAAI} Press},
      timestamp = {Mon, 06 Mar 2017 00:00:00 +0100},
      title = {Semantic Proto-Role Labeling},
      url = {http://aaai.org/ocs/index.php/AAAI/AAAI17/paper/view/14997},
      year = {2017}
    }
    

19. Pushpendre Rastogi, Adam Poliak, and Benjamin Van Durme. 2017. Training Relation Embeddings under Logical Constraints. In KG4IR@SIGIR. [pdf] [bibtex]

    @inproceedings{27060217,
      author = {{Pushpendre Rastogi} and {Adam Poliak} and {Benjamin Van Durme}},
      booktitle = {KG4IR@SIGIR},
      title = {Training Relation Embeddings under Logical Constraints},
      url = {https://www.semanticscholar.org/paper/234178756b8bf3b2694671583084b22c76c47560},
      year = {2017}
    }
    

20. Pushpendre Rastogi and Benjamin Van Durme. 2017. Predicting Asymmetric Transitive Relations in Knowledge Bases. In KG4IR@SIGIR. [pdf] [bibtex]

    @inproceedings{31697546,
      author = {{Pushpendre Rastogi} and {Benjamin Van Durme}},
      booktitle = {KG4IR@SIGIR},
      title = {Predicting Asymmetric Transitive Relations in Knowledge Bases},
      url = {https://www.semanticscholar.org/paper/27a5a2da3e41b694870c91c36c430b031d6070ba},
      year = {2017}
    }
    

21. Keisuke Sakaguchi, Kevin Duh, Matt Post, and Benjamin Van Durme. 2017. Robsut Wrod Reocginiton via Semi-Character Recurrent Neural Network. In Satinder P. Singh and Shaul Markovitch, editors, Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA, pages 3281–3287. AAAI Press. [pdf] [bibtex]

    @inproceedings{11217839,
      author = {Sakaguchi, Keisuke and Duh, Kevin and Post, Matt and Durme, Benjamin Van},
      bibsource = {dblp computer science bibliography, https://dblp.org},
      biburl = {https://dblp.org/rec/conf/aaai/SakaguchiDPD17.bib},
      booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
      February 4-9, 2017, San Francisco, California, {USA}},
      editor = {Singh, Satinder P. and Markovitch, Shaul},
      pages = {3281--3287},
      publisher = {{AAAI} Press},
      timestamp = {Mon, 06 Mar 2017 00:00:00 +0100},
      title = {Robsut Wrod Reocginiton via Semi-Character Recurrent Neural Network},
      url = {http://aaai.org/ocs/index.php/AAAI/AAAI17/paper/view/14332},
      year = {2017}
    }
    

22. Mohamed Al-Badrashiny, Jason Bolton, Arun Tejasvi Chaganty, Kevin Clark, Craig Harman, Lifu Huang, Matthew Lamm, Jinhao Lei, Di Lu, Xiaoman Pan, Ashwin Paranjape, Ellie Pavlick, Haoruo Peng, Peng Qi, Pushpendre Rastogi, A. See, Kai Sun, Max Thomas, Chen-Tse Tsai, et al. 2017. TinkerBell: Cross-lingual Cold-Start Knowledge Base Construction. In TAC. [pdf] [bibtex]

    @inproceedings{46897703,
      author = {{Mohamed Al-Badrashiny} and {Jason Bolton} and {Arun Tejasvi Chaganty} and {Kevin Clark} and {Craig Harman} and {Lifu Huang} and {Matthew Lamm} and {Jinhao Lei} and {Di Lu} and {Xiaoman Pan} and {Ashwin Paranjape} and {Ellie Pavlick} and {Haoruo Peng} and {Peng Qi} and {Pushpendre Rastogi} and {A. See} and {Kai Sun} and {Max Thomas} and {Chen-Tse Tsai} and {Hao Wu} and {Boliang Zhang} and {Chris Callison-Burch} and {Claire Cardie} and {Heng Ji} and {Christopher D. Manning} and {S. Muresan} and {Owen Rambow} and {D. Roth} and {M. Sammons} and {Benjamin Van Durme}},
      booktitle = {TAC},
      title = {TinkerBell: Cross-lingual Cold-Start Knowledge Base Construction},
      url = {https://www.semanticscholar.org/paper/800a4295003902e59b2d423dffecb02b6b4f99ce},
      year = {2017}
    }
    

23. Sheng Zhang, Rachel Rudinger, and Benjamin Van Durme. 2017. An Evaluation of PredPatt and Open IE via Stage 1 Semantic Role Labeling. In IWCS 2017 — 12th International Conference on Computational Semantics — Short papers. [pdf] [bibtex]

    @inproceedings{37467166,
      author = {Zhang, Sheng and Rudinger, Rachel and Van Durme, Benjamin},
      booktitle = {{IWCS} 2017 {---} 12th International Conference on Computational Semantics {---} Short papers},
      title = {An Evaluation of {P}red{P}att and Open {IE} via Stage 1 Semantic Role Labeling},
      url = {https://aclanthology.org/W17-6944},
      year = {2017}
    }
    

24. Rachel Rudinger, Kevin Duh, and Benjamin Van Durme. 2017. Skip-Prop: Representing Sentences with One Vector Per Proposition. In IWCS 2017 — 12th International Conference on Computational Semantics — Short papers. [pdf] [bibtex]

    @inproceedings{12011446,
      author = {Rudinger, Rachel and Duh, Kevin and Van Durme, Benjamin},
      booktitle = {{IWCS} 2017 {---} 12th International Conference on Computational Semantics {---} Short papers},
      title = {Skip-Prop: Representing Sentences with One Vector Per Proposition},
      url = {https://aclanthology.org/W17-6936},
      year = {2017}
    }
    

2016

1. Aaron Steven White, Drew Reisinger, Keisuke Sakaguchi, Tim Vieira, Sheng Zhang, Rachel Rudinger, Kyle Rawlins, and Benjamin Van Durme. 2016. Universal Decompositional Semantics on Universal Dependencies. In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, pages 1713–1723, Austin, Texas. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{11796795,
     address = {Austin, Texas},
     author = {White, Aaron Steven and Reisinger, Drew and Sakaguchi, Keisuke and Vieira, Tim and Zhang, Sheng and Rudinger, Rachel and Rawlins, Kyle and Van Durme, Benjamin},
     booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing},
     doi = {10.18653/v1/D16-1177},
     month = nov,
     pages = {1713--1723},
     publisher = {Association for Computational Linguistics},
     title = {Universal Decompositional Semantics on {U}niversal {D}ependencies},
     url = {https://aclanthology.org/D16-1177},
     year = {2016}
   }
   

2. Tom Lippincott and Benjamin Van Durme. 2016. Fluency detection on communication networks. In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, pages 1025–1029, Austin, Texas. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{7692647,
     address = {Austin, Texas},
     author = {Lippincott, Tom and Van Durme, Benjamin},
     booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing},
     doi = {10.18653/v1/D16-1107},
     month = nov,
     pages = {1025--1029},
     publisher = {Association for Computational Linguistics},
     title = {Fluency detection on communication networks},
     url = {https://aclanthology.org/D16-1107},
     year = {2016}
   }
   

3. Travis Wolfe, Mark Dredze, and Benjamin Van Durme. 2016. A Study of Imitation Learning Methods for Semantic Role Labeling. In Proceedings of the Workshop on Structured Prediction for NLP, pages 44–53, Austin, TX. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{18091411,
     address = {Austin, TX},
     author = {Wolfe, Travis and Dredze, Mark and Van Durme, Benjamin},
     booktitle = {Proceedings of the Workshop on Structured Prediction for {NLP}},
     doi = {10.18653/v1/W16-5905},
     month = nov,
     pages = {44--53},
     publisher = {Association for Computational Linguistics},
     title = {A Study of Imitation Learning Methods for Semantic Role Labeling},
     url = {https://aclanthology.org/W16-5905},
     year = {2016}
   }
   

4. Svitlana Volkova, I. Chetviorkin, Dustin L. Arendt, and Benjamin Van Durme. 2016. Contrasting Public Opinion Dynamics and Emotional Response During Crisis. In SocInfo. [pdf] [bibtex]

   @inproceedings{28972826,
     author = {{Svitlana Volkova} and {I. Chetviorkin} and {Dustin L. Arendt} and {Benjamin Van Durme}},
     booktitle = {SocInfo},
     month = nov,
     title = {Contrasting Public Opinion Dynamics and Emotional Response During Crisis},
     url = {https://www.semanticscholar.org/paper/c15962d14b74780272bafea9bb00d65d6e7d3862},
     year = {2016}
   }
   

5. Tongfei Chen and Benjamin Van Durme. 2016. Discriminative Information Retrieval for Knowledge Discovery. In ArXiv. [pdf] [bibtex]

   @inproceedings{17135272,
     author = {{Tongfei Chen} and {Benjamin Van Durme}},
     booktitle = {ArXiv},
     month = oct,
     title = {Discriminative Information Retrieval for Knowledge Discovery},
     url = {https://www.semanticscholar.org/paper/3dc8f5a7dcdfbdfad4a14bd9a4587de1fb1c2c22},
     year = {2016}
   }
   

6. A. White, D. Reisinger, Rachel Rudinger, Kyle Rawlins, and Benjamin Van Durme. 2016. Computational linking theory. In ArXiv. [pdf] [bibtex]

   @inproceedings{16247870,
     author = {{A. White} and {D. Reisinger} and {Rachel Rudinger} and {Kyle Rawlins} and {Benjamin Van Durme}},
     booktitle = {ArXiv},
     month = oct,
     title = {Computational linking theory},
     url = {https://www.semanticscholar.org/paper/cc69df198651b0d28055a28615585dc73eff649b},
     year = {2016}
   }
   

7. Chandler May, Ryan Cotterell, and Benjamin Van Durme. 2016. An Analysis of Lemmatization on Topic Models of Morphologically Rich Language. In arXiv: Computation and Language. [pdf] [bibtex]

   @inproceedings{150374178,
     author = {{Chandler May} and {Ryan Cotterell} and {Benjamin Van Durme}},
     booktitle = {arXiv: Computation and Language},
     month = aug,
     title = {An Analysis of Lemmatization on Topic Models of Morphologically Rich Language},
     url = {https://www.semanticscholar.org/paper/964fffb68ecd534d99909656e2c67069bf91168a},
     year = {2016}
   }
   

8. Pushpendre Rastogi and Benjamin Van Durme. 2016. A Critical Examination of RESCAL for Completion of Knowledge Bases with Transitive Relations. In ArXiv. [pdf] [bibtex]

   @inproceedings{18599653,
     author = {{Pushpendre Rastogi} and {Benjamin Van Durme}},
     booktitle = {ArXiv},
     month = may,
     title = {A Critical Examination of RESCAL for Completion of Knowledge Bases with Transitive Relations},
     url = {https://www.semanticscholar.org/paper/73f158f7e290c052cd3d74c8ab20445d2921dbdf},
     year = {2016}
   }
   

9. Svitlana Volkova, Yoram Bachrach, and Benjamin Van Durme. 2016. Mining User Interests to Predict Perceived Psycho-Demographic Traits on Twitter. In 2016 IEEE Second International Conference on Big Data Computing Service and Applications (BigDataService). [pdf] [bibtex]

   @inproceedings{11277641,
     author = {{Svitlana Volkova} and {Yoram Bachrach} and {Benjamin Van Durme}},
     booktitle = {2016 IEEE Second International Conference on Big Data Computing Service and Applications (BigDataService)},
     month = may,
     title = {Mining User Interests to Predict Perceived Psycho-Demographic Traits on Twitter},
     url = {https://www.semanticscholar.org/paper/ea15fc1471bde10681119140c21bb39403247b8c},
     year = {2016}
   }
   

10. Francis Ferraro and Benjamin Van Durme. 2016. A Unified Bayesian Model of Scripts, Frames and Language. In Dale Schuurmans and Michael P. Wellman, editors, Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, USA, pages 2601–2607. AAAI Press. [pdf] [bibtex]

    @inproceedings{10036335,
      author = {Ferraro, Francis and Durme, Benjamin Van},
      bibsource = {dblp computer science bibliography, https://dblp.org},
      biburl = {https://dblp.org/rec/conf/aaai/FerraroD16.bib},
      booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
      February 12-17, 2016, Phoenix, Arizona, {USA}},
      editor = {Schuurmans, Dale and Wellman, Michael P.},
      pages = {2601--2607},
      publisher = {{AAAI} Press},
      timestamp = {Thu, 21 Apr 2016 01:00:00 +0200},
      title = {A Unified Bayesian Model of Scripts, Frames and Language},
      url = {http://www.aaai.org/ocs/index.php/AAAI/AAAI16/paper/view/12092},
      year = {2016}
    }
    

11. Rebecca Mason, Benjamin Gaska, Benjamin Van Durme, Pallavi Choudhury, Ted Hart, Bill Dolan, Kristina Toutanova, and Margaret Mitchell. 2016. Microsummarization of Online Reviews: An Experimental Study. In Dale Schuurmans and Michael P. Wellman, editors, Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, USA, pages 3015–3021. AAAI Press. [pdf] [bibtex]

    @inproceedings{14900000,
      author = {Mason, Rebecca and Gaska, Benjamin and Durme, Benjamin Van and Choudhury, Pallavi and Hart, Ted and Dolan, Bill and Toutanova, Kristina and Mitchell, Margaret},
      bibsource = {dblp computer science bibliography, https://dblp.org},
      biburl = {https://dblp.org/rec/conf/aaai/MasonGDCHDTM16.bib},
      booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
      February 12-17, 2016, Phoenix, Arizona, {USA}},
      editor = {Schuurmans, Dale and Wellman, Michael P.},
      pages = {3015--3021},
      publisher = {{AAAI} Press},
      timestamp = {Thu, 21 Apr 2016 01:00:00 +0200},
      title = {Microsummarization of Online Reviews: An Experimental Study},
      url = {http://www.aaai.org/ocs/index.php/AAAI/AAAI16/paper/view/12548},
      year = {2016}
    }
    

12. Subbarao Kambhampati and Gerhard Brewka. 2016. Preface. In Subbarao Kambhampati, editor, Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, 9-15 July 2016, pages xxxiii–xxxiv. IJCAI/AAAI Press. [pdf] [bibtex]

    @inproceedings{263890750,
      author = {Kambhampati, Subbarao and Brewka, Gerhard},
      bibsource = {dblp computer science bibliography, https://dblp.org},
      biburl = {https://dblp.org/rec/conf/ijcai/KambhampatiB16.bib},
      booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
      Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
      2016},
      editor = {Kambhampati, Subbarao},
      pages = {xxxiii--xxxiv},
      publisher = {{IJCAI/AAAI} Press},
      timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
      title = {Preface},
      url = {http://www.ijcai.org/Abstract/16/001},
      year = {2016}
    }
    

2015

1. Rachel Rudinger, Pushpendre Rastogi, Francis Ferraro, and Benjamin Van Durme. 2015. Script Induction as Language Modeling. In Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, pages 1681–1686, Lisbon, Portugal. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{3133211,
     address = {Lisbon, Portugal},
     author = {Rudinger, Rachel and Rastogi, Pushpendre and Ferraro, Francis and Van Durme, Benjamin},
     booktitle = {Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing},
     doi = {10.18653/v1/D15-1195},
     month = sep,
     pages = {1681--1686},
     publisher = {Association for Computational Linguistics},
     title = {Script Induction as Language Modeling},
     url = {https://aclanthology.org/D15-1195},
     year = {2015}
   }
   

2. Chandler May, Francis Ferraro, Alan McCree, Jonathan Wintrode, Daniel Garcia-Romero, and Benjamin Van Durme. 2015. Topic Identification and Discovery on Text and Speech. In Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, pages 2377–2387, Lisbon, Portugal. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{14355130,
     address = {Lisbon, Portugal},
     author = {May, Chandler and Ferraro, Francis and McCree, Alan and Wintrode, Jonathan and Garcia-Romero, Daniel and Van Durme, Benjamin},
     booktitle = {Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing},
     doi = {10.18653/v1/D15-1285},
     month = sep,
     pages = {2377--2387},
     publisher = {Association for Computational Linguistics},
     title = {Topic Identification and Discovery on Text and Speech},
     url = {https://aclanthology.org/D15-1285},
     year = {2015}
   }
   

3. Pushpendre Rastogi and Benjamin Van Durme. 2015. Sublinear Partition Estimation. In ArXiv. [pdf] [bibtex]

   @inproceedings{17858183,
     author = {{Pushpendre Rastogi} and {Benjamin Van Durme}},
     booktitle = {ArXiv},
     month = aug,
     title = {Sublinear Partition Estimation},
     url = {https://www.semanticscholar.org/paper/21b4f719993af854d85182d40c13da5f193669dc},
     year = {2015}
   }
   

4. Ellie Pavlick, Johan Bos, Malvina Nissim, Charley Beller, Benjamin Van Durme, and Chris Callison-Burch. 2015. Adding Semantics to Data-Driven Paraphrasing. In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), pages 1512–1522, Beijing, China. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{6713076,
     address = {Beijing, China},
     author = {Pavlick, Ellie and Bos, Johan and Nissim, Malvina and Beller, Charley and Van Durme, Benjamin and Callison-Burch, Chris},
     booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)},
     doi = {10.3115/v1/P15-1146},
     month = jul,
     pages = {1512--1522},
     publisher = {Association for Computational Linguistics},
     title = {Adding Semantics to Data-Driven Paraphrasing},
     url = {https://aclanthology.org/P15-1146},
     year = {2015}
   }
   

5. Ellie Pavlick, Juri Ganitkevitch, Tsz Ping Chan, Xuchen Yao, Benjamin Van Durme, and Chris Callison-Burch. 2015. Domain-Specific Paraphrase Extraction. In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers), pages 57–62, Beijing, China. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{660960,
     address = {Beijing, China},
     author = {Pavlick, Ellie and Ganitkevitch, Juri and Chan, Tsz Ping and Yao, Xuchen and Van Durme, Benjamin and Callison-Burch, Chris},
     booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)},
     doi = {10.3115/v1/P15-2010},
     month = jul,
     pages = {57--62},
     publisher = {Association for Computational Linguistics},
     title = {Domain-Specific Paraphrase Extraction},
     url = {https://aclanthology.org/P15-2010},
     year = {2015}
   }
   

6. Ellie Pavlick, Pushpendre Rastogi, Juri Ganitkevitch, Benjamin Van Durme, and Chris Callison-Burch. 2015. PPDB 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classification. In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers), pages 425–430, Beijing, China. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{9711750,
     address = {Beijing, China},
     author = {Pavlick, Ellie and Rastogi, Pushpendre and Ganitkevitch, Juri and Van Durme, Benjamin and Callison-Burch, Chris},
     booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)},
     doi = {10.3115/v1/P15-2070},
     month = jul,
     pages = {425--430},
     publisher = {Association for Computational Linguistics},
     title = {{PPDB} 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classification},
     url = {https://aclanthology.org/P15-2070},
     year = {2015}
   }
   

7. Ellie Pavlick, Travis Wolfe, Pushpendre Rastogi, Chris Callison-Burch, Mark Dredze, and Benjamin Van Durme. 2015. FrameNet+: Fast Paraphrastic Tripling of FrameNet. In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers), pages 408–413, Beijing, China. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{602051,
     address = {Beijing, China},
     author = {Pavlick, Ellie and Wolfe, Travis and Rastogi, Pushpendre and Callison-Burch, Chris and Dredze, Mark and Van Durme, Benjamin},
     booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)},
     doi = {10.3115/v1/P15-2067},
     month = jul,
     pages = {408--413},
     publisher = {Association for Computational Linguistics},
     title = {{F}rame{N}et+: Fast Paraphrastic Tripling of {F}rame{N}et},
     url = {https://aclanthology.org/P15-2067},
     year = {2015}
   }
   

8. Nanyun Peng, Francis Ferraro, Mo Yu, Nicholas Andrews, Jay DeYoung, Max Thomas, Matthew R. Gormley, Travis Wolfe, Craig Harman, Benjamin Van Durme, and Mark Dredze. 2015. A Concrete Chinese NLP Pipeline. In Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations, pages 86–90, Denver, Colorado. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{12544809,
     address = {Denver, Colorado},
     author = {Peng, Nanyun and Ferraro, Francis and Yu, Mo and Andrews, Nicholas and DeYoung, Jay and Thomas, Max and Gormley, Matthew R. and Wolfe, Travis and Harman, Craig and Van Durme, Benjamin and Dredze, Mark},
     booktitle = {Proceedings of the 2015 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Demonstrations},
     doi = {10.3115/v1/N15-3018},
     month = jun,
     pages = {86--90},
     publisher = {Association for Computational Linguistics},
     title = {A Concrete {C}hinese {NLP} Pipeline},
     url = {https://aclanthology.org/N15-3018},
     year = {2015}
   }
   

9. Rachel Rudinger, Vera Demberg, Ashutosh Modi, Benjamin Van Durme, and Manfred Pinkal. 2015. Learning to predict script events from domain-specific text. In Proceedings of the Fourth Joint Conference on Lexical and Computational Semantics, pages 205–210, Denver, Colorado. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{8488024,
     address = {Denver, Colorado},
     author = {Rudinger, Rachel and Demberg, Vera and Modi, Ashutosh and Van Durme, Benjamin and Pinkal, Manfred},
     booktitle = {Proceedings of the Fourth Joint Conference on Lexical and Computational Semantics},
     doi = {10.18653/v1/S15-1024},
     month = jun,
     pages = {205--210},
     publisher = {Association for Computational Linguistics},
     title = {Learning to predict script events from domain-specific text},
     url = {https://aclanthology.org/S15-1024},
     year = {2015}
   }
   

10. Svitlana Volkova, Benjamin Van Durme, David Yarowsky, and Yoram Bachrach. 2015. Social Media Predictive Analytics. In Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Tutorial Abstracts, page 9, Denver, Colorado. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{9789577,
      address = {Denver, Colorado},
      author = {Volkova, Svitlana and Van Durme, Benjamin and Yarowsky, David and Bachrach, Yoram},
      booktitle = {Proceedings of the 2015 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Tutorial Abstracts},
      doi = {10.3115/v1/N15-4005},
      month = may,
      pages = {9},
      publisher = {Association for Computational Linguistics},
      title = {Social Media Predictive Analytics},
      url = {https://aclanthology.org/N15-4005},
      year = {2015}
    }
    

11. T. Wolfe, Mark Dredze, J. Mayfield, P. McNamee, Craig Harman, Timothy W. Finin, and Benjamin Van Durme. 2015. Interactive Knowledge Base Population. In ArXiv. [pdf] [bibtex]

    @inproceedings{6681632,
      author = {{T. Wolfe} and {Mark Dredze} and {J. Mayfield} and {P. McNamee} and {Craig Harman} and {Timothy W. Finin} and {Benjamin Van Durme}},
      booktitle = {ArXiv},
      month = may,
      title = {Interactive Knowledge Base Population},
      url = {https://www.semanticscholar.org/paper/b9d1d9d618c504b669e1d78e9fc6f5efa51e8ca5},
      year = {2015}
    }
    

12. Travis Wolfe, Mark Dredze, and Benjamin Van Durme. 2015. Predicate Argument Alignment using a Global Coherence Model. In Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 11–20, Denver, Colorado. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{16257389,
      address = {Denver, Colorado},
      author = {Wolfe, Travis and Dredze, Mark and Van Durme, Benjamin},
      booktitle = {Proceedings of the 2015 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies},
      doi = {10.3115/v1/N15-1002},
      month = may,
      pages = {11--20},
      publisher = {Association for Computational Linguistics},
      title = {Predicate Argument Alignment using a Global Coherence Model},
      url = {https://aclanthology.org/N15-1002},
      year = {2015}
    }
    

13. Pushpendre Rastogi, Benjamin Van Durme, and Raman Arora. 2015. Multiview LSA: Representation Learning via Generalized CCA. In Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 556–566, Denver, Colorado. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{2021980,
      address = {Denver, Colorado},
      author = {Rastogi, Pushpendre and Van Durme, Benjamin and Arora, Raman},
      booktitle = {Proceedings of the 2015 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies},
      doi = {10.3115/v1/N15-1058},
      month = may,
      pages = {556--566},
      publisher = {Association for Computational Linguistics},
      title = {Multiview {LSA}: Representation Learning via Generalized {CCA}},
      url = {https://aclanthology.org/N15-1058},
      year = {2015}
    }
    

14. Svitlana Volkova and Benjamin Van Durme. 2015. Online Bayesian Models for Personal Analytics in Social Media. In Blai Bonet and Sven Koenig, editors, Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA, pages 2325–2331. AAAI Press. [pdf] [bibtex]

    @inproceedings{5742948,
      author = {Volkova, Svitlana and Durme, Benjamin Van},
      bibsource = {dblp computer science bibliography, https://dblp.org},
      biburl = {https://dblp.org/rec/conf/aaai/VolkovaD15.bib},
      booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
      January 25-30, 2015, Austin, Texas, {USA}},
      editor = {Bonet, Blai and Koenig, Sven},
      pages = {2325--2331},
      publisher = {{AAAI} Press},
      timestamp = {Sun, 12 Apr 2015 01:00:00 +0200},
      title = {Online Bayesian Models for Personal Analytics in Social Media},
      url = {http://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9559},
      year = {2015}
    }
    

15. Keith Levin, Aren Jansen, and Benjamin Van Durme. 2015. Segmental acoustic indexing for zero resource keyword search. In 2015 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2015, South Brisbane, Queensland, Australia, April 19-24, 2015, pages 5828–5832. IEEE. [pdf] [bibtex]

    @inproceedings{2646247,
      author = {Levin, Keith and Jansen, Aren and Durme, Benjamin Van},
      bibsource = {dblp computer science bibliography, https://dblp.org},
      biburl = {https://dblp.org/rec/conf/icassp/LevinJD15.bib},
      booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
      Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
      April 19-24, 2015},
      doi = {10.1109/ICASSP.2015.7179089},
      pages = {5828--5832},
      publisher = {{IEEE}},
      timestamp = {Fri, 19 May 2017 01:00:00 +0200},
      title = {Segmental acoustic indexing for zero resource keyword search},
      url = {https://doi.org/10.1109/ICASSP.2015.7179089},
      year = {2015}
    }
    

16. Drew Reisinger, Rachel Rudinger, Francis Ferraro, Craig Harman, Kyle Rawlins, and Benjamin Van Durme. 2015. Semantic Proto-Roles. Transactions of the Association for Computational Linguistics, 3:475–488. [pdf] [bibtex]

    @article{3011504,
      address = {Cambridge, MA},
      author = {Reisinger, Drew and Rudinger, Rachel and Ferraro, Francis and Harman, Craig and Rawlins, Kyle and Van Durme, Benjamin},
      doi = {10.1162/tacl_a_00152},
      journal = {Transactions of the Association for Computational Linguistics},
      pages = {475--488},
      publisher = {MIT Press},
      title = {Semantic Proto-Roles},
      url = {https://aclanthology.org/Q15-1034},
      volume = {3},
      year = {2015}
    }
    

2014

1. Charley Beller, Craig Harman, and Benjamin Van Durme. 2014. Predicting Fine-grained Social Roles with Selectional Preferences. In Proceedings of the ACL 2014 Workshop on Language Technologies and Computational Social Science, pages 50–55, Baltimore, MD, USA. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{14320316,
     address = {Baltimore, MD, USA},
     author = {Beller, Charley and Harman, Craig and Van Durme, Benjamin},
     booktitle = {Proceedings of the {ACL} 2014 Workshop on Language Technologies and Computational Social Science},
     doi = {10.3115/v1/W14-2515},
     month = jun,
     pages = {50--55},
     publisher = {Association for Computational Linguistics},
     title = {Predicting Fine-grained Social Roles with Selectional Preferences},
     url = {https://aclanthology.org/W14-2515},
     year = {2014}
   }
   

2. Charley Beller, Rebecca Knowles, Craig Harman, Shane Bergsma, Margaret Mitchell, and Benjamin Van Durme. 2014. I’m a Belieber: Social Roles via Self-identification and Conceptual Attributes. In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pages 181–186, Baltimore, Maryland. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{14258704,
     address = {Baltimore, Maryland},
     author = {Beller, Charley and Knowles, Rebecca and Harman, Craig and Bergsma, Shane and Mitchell, Margaret and Van Durme, Benjamin},
     booktitle = {Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)},
     doi = {10.3115/v1/P14-2030},
     month = jun,
     pages = {181--186},
     publisher = {Association for Computational Linguistics},
     title = {{I}{'}m a Belieber: Social Roles via Self-identification and Conceptual Attributes},
     url = {https://aclanthology.org/P14-2030},
     year = {2014}
   }
   

3. Xuchen Yao and Benjamin Van Durme. 2014. Information Extraction over Structured Data: Question Answering with Freebase. In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 956–966, Baltimore, Maryland. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{2131938,
     address = {Baltimore, Maryland},
     author = {Yao, Xuchen and Van Durme, Benjamin},
     booktitle = {Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
     doi = {10.3115/v1/P14-1090},
     month = jun,
     pages = {956--966},
     publisher = {Association for Computational Linguistics},
     title = {Information Extraction over Structured Data: Question Answering with {F}reebase},
     url = {https://aclanthology.org/P14-1090},
     year = {2014}
   }
   

4. Keisuke Sakaguchi, Matt Post, and Benjamin Van Durme. 2014. Efficient Elicitation of Annotations for Human Evaluation of Machine Translation. In Proceedings of the Ninth Workshop on Statistical Machine Translation, pages 1–11, Baltimore, Maryland, USA. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{12559071,
     address = {Baltimore, Maryland, USA},
     author = {Sakaguchi, Keisuke and Post, Matt and Van Durme, Benjamin},
     booktitle = {Proceedings of the Ninth Workshop on Statistical Machine Translation},
     doi = {10.3115/v1/W14-3301},
     month = jun,
     pages = {1--11},
     publisher = {Association for Computational Linguistics},
     title = {Efficient Elicitation of Annotations for Human Evaluation of Machine Translation},
     url = {https://aclanthology.org/W14-3301},
     year = {2014}
   }
   

5. Svitlana Volkova, Glen Coppersmith, and Benjamin Van Durme. 2014. Inferring User Political Preferences from Streaming Communications. In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 186–196, Baltimore, Maryland. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{10948840,
     address = {Baltimore, Maryland},
     author = {Volkova, Svitlana and Coppersmith, Glen and Van Durme, Benjamin},
     booktitle = {Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
     doi = {10.3115/v1/P14-1018},
     month = jun,
     pages = {186--196},
     publisher = {Association for Computational Linguistics},
     title = {Inferring User Political Preferences from Streaming Communications},
     url = {https://aclanthology.org/P14-1018},
     year = {2014}
   }
   

6. Jacqueline Aguilar, Charley Beller, Paul McNamee, Benjamin Van Durme, Stephanie Strassel, Zhiyi Song, and Joe Ellis. 2014. A Comparison of the Events and Relations Across ACE, ERE, TAC-KBP, and FrameNet Annotation Standards. In Proceedings of the Second Workshop on EVENTS: Definition, Detection, Coreference, and Representation, pages 45–53, Baltimore, Maryland, USA. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{12793034,
     address = {Baltimore, Maryland, USA},
     author = {Aguilar, Jacqueline and Beller, Charley and McNamee, Paul and Van Durme, Benjamin and Strassel, Stephanie and Song, Zhiyi and Ellis, Joe},
     booktitle = {Proceedings of the Second Workshop on {EVENTS}: Definition, Detection, Coreference, and Representation},
     doi = {10.3115/v1/W14-2907},
     month = jun,
     pages = {45--53},
     publisher = {Association for Computational Linguistics},
     title = {A Comparison of the Events and Relations Across {ACE}, {ERE}, {TAC}-{KBP}, and {F}rame{N}et Annotation Standards},
     url = {https://aclanthology.org/W14-2907},
     year = {2014}
   }
   

7. Matthew R. Gormley, Margaret Mitchell, Benjamin Van Durme, and Mark Dredze. 2014. Low-Resource Semantic Role Labeling. In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1177–1187, Baltimore, Maryland. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{5493618,
     address = {Baltimore, Maryland},
     author = {Gormley, Matthew R. and Mitchell, Margaret and Van Durme, Benjamin and Dredze, Mark},
     booktitle = {Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
     doi = {10.3115/v1/P14-1111},
     month = jun,
     pages = {1177--1187},
     publisher = {Association for Computational Linguistics},
     title = {Low-Resource Semantic Role Labeling},
     url = {https://aclanthology.org/P14-1111},
     year = {2014}
   }
   

8. Chandler May, Alex Clemmer, and Benjamin Van Durme. 2014. Particle Filter Rejuvenation and Latent Dirichlet Allocation. In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pages 446–451, Baltimore, Maryland. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{14046602,
     address = {Baltimore, Maryland},
     author = {May, Chandler and Clemmer, Alex and Van Durme, Benjamin},
     booktitle = {Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)},
     doi = {10.3115/v1/P14-2073},
     month = jun,
     pages = {446--451},
     publisher = {Association for Computational Linguistics},
     title = {Particle Filter Rejuvenation and {L}atent {D}irichlet {A}llocation},
     url = {https://aclanthology.org/P14-2073},
     year = {2014}
   }
   

9. Xuchen Yao, Jonathan Berant, and Benjamin Van Durme. 2014. Freebase QA: Information Extraction or Semantic Parsing? In Proceedings of the ACL 2014 Workshop on Semantic Parsing, pages 82–86, Baltimore, MD. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{5915651,
     address = {Baltimore, MD},
     author = {Yao, Xuchen and Berant, Jonathan and Van Durme, Benjamin},
     booktitle = {Proceedings of the {ACL} 2014 Workshop on Semantic Parsing},
     doi = {10.3115/v1/W14-2416},
     month = jun,
     pages = {82--86},
     publisher = {Association for Computational Linguistics},
     title = {{F}reebase {QA}: Information Extraction or Semantic Parsing?},
     url = {https://aclanthology.org/W14-2416},
     year = {2014}
   }
   

10. Miles Osborne, Ashwin Lall, and Benjamin Van Durme. 2014. Exponential Reservoir Sampling for Streaming Language Models. In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pages 687–692, Baltimore, Maryland. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{12183385,
      address = {Baltimore, Maryland},
      author = {Osborne, Miles and Lall, Ashwin and Van Durme, Benjamin},
      booktitle = {Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)},
      doi = {10.3115/v1/P14-2112},
      month = jun,
      pages = {687--692},
      publisher = {Association for Computational Linguistics},
      title = {Exponential Reservoir Sampling for Streaming Language Models},
      url = {https://aclanthology.org/P14-2112},
      year = {2014}
    }
    

11. Rachel Rudinger and Benjamin Van Durme. 2014. Is the Stanford Dependency Representation Semantic? In Proceedings of the Second Workshop on EVENTS: Definition, Detection, Coreference, and Representation, pages 54–58, Baltimore, Maryland, USA. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{1663500,
      address = {Baltimore, Maryland, USA},
      author = {Rudinger, Rachel and Van Durme, Benjamin},
      booktitle = {Proceedings of the Second Workshop on {EVENTS}: Definition, Detection, Coreference, and Representation},
      doi = {10.3115/v1/W14-2908},
      month = jun,
      pages = {54--58},
      publisher = {Association for Computational Linguistics},
      title = {Is the {S}tanford Dependency Representation Semantic?},
      url = {https://aclanthology.org/W14-2908},
      year = {2014}
    }
    

12. Pushpendre Rastogi and Benjamin Van Durme. 2014. Augmenting FrameNet Via PPDB. In Proceedings of the Second Workshop on EVENTS: Definition, Detection, Coreference, and Representation, pages 1–5, Baltimore, Maryland, USA. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{6155698,
      address = {Baltimore, Maryland, USA},
      author = {Rastogi, Pushpendre and Van Durme, Benjamin},
      booktitle = {Proceedings of the Second Workshop on {EVENTS}: Definition, Detection, Coreference, and Representation},
      doi = {10.3115/v1/W14-2901},
      month = jun,
      pages = {1--5},
      publisher = {Association for Computational Linguistics},
      title = {Augmenting {F}rame{N}et Via {PPDB}},
      url = {https://aclanthology.org/W14-2901},
      year = {2014}
    }
    

13. Alex B. Fine, Austin F. Frank, T. Florian Jaeger, and Benjamin Van Durme. 2014. Biases in Predicting the Human Language Model. In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pages 7–12, Baltimore, Maryland. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{15105422,
      address = {Baltimore, Maryland},
      author = {Fine, Alex B. and Frank, Austin F. and Jaeger, T. Florian and Van Durme, Benjamin},
      booktitle = {Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)},
      doi = {10.3115/v1/P14-2002},
      month = jun,
      pages = {7--12},
      publisher = {Association for Computational Linguistics},
      title = {Biases in Predicting the Human Language Model},
      url = {https://aclanthology.org/P14-2002},
      year = {2014}
    }
    

14. Jennifer Drexler, Pushpendre Rastogi, Jacqueline Aguilar, Benjamin Van Durme, and Matt Post. 2014. A Wikipedia-based Corpus for Contextualized Machine Translation. In Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC’14), pages 3593–3596, Reykjavik, Iceland. European Language Resources Association (ELRA). [pdf] [bibtex]

    @inproceedings{6322805,
      address = {Reykjavik, Iceland},
      author = {Drexler, Jennifer and Rastogi, Pushpendre and Aguilar, Jacqueline and Van Durme, Benjamin and Post, Matt},
      booktitle = {Proceedings of the Ninth International Conference on Language Resources and Evaluation ({LREC}'14)},
      month = may,
      pages = {3593--3596},
      publisher = {European Language Resources Association (ELRA)},
      title = {A {W}ikipedia-based Corpus for Contextualized Machine Translation},
      url = {http://www.lrec-conf.org/proceedings/lrec2014/pdf/1217_Paper.pdf},
      year = {2014}
    }
    

15. Adrian Benton, Jay DeYoung, Adam R. Teichert, Stephen Mayhew, Mark Dredze, Benjamin Van Durme, and Max Thomas. 2014. Faster (and Better) Entity Linking with Cascades. In NIPS Workshop on Automated Knowledge Base Construction (ABKC). [pdf] [bibtex]

    @inproceedings{15885284,
      author = {{Adrian Benton} and {Jay DeYoung} and {Adam R. Teichert} and {Stephen Mayhew} and {Mark Dredze} and {Benjamin Van Durme} and {Max Thomas}},
      booktitle = {NIPS Workshop on Automated Knowledge Base Construction (ABKC)},
      title = {Faster (and Better) Entity Linking with Cascades},
      url = {https://www.semanticscholar.org/paper/04cc3e2947f6183d4ae6959be13544ebd799a8f0},
      year = {2014}
    }
    

16. Francis Ferraro, Max Thomas, Matthew R. Gormley, T. Wolfe, Craig Harman, and Benjamin Van Durme. 2014. Concretely Annotated Corpora. In Preprint. [pdf] [bibtex]

    @inproceedings{18170070,
      author = {{Francis Ferraro} and {Max Thomas} and {Matthew R. Gormley} and {T. Wolfe} and {Craig Harman} and {Benjamin Van Durme}},
      booktitle = {Preprint},
      title = {Concretely Annotated Corpora},
      url = {https://www.semanticscholar.org/paper/928ad9d973a85dfe39bb6c5ecd6633dbf6e2617f},
      year = {2014}
    }
    

2013

1. Xuchen Yao, Benjamin Van Durme, Chris Callison-Burch, and Peter Clark. 2013. Semi-Markov Phrase-Based Monolingual Alignment. In Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, pages 590–600, Seattle, Washington, USA. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{9895822,
     address = {Seattle, Washington, USA},
     author = {Yao, Xuchen and Van Durme, Benjamin and Callison-Burch, Chris and Clark, Peter},
     booktitle = {Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing},
     month = oct,
     pages = {590--600},
     publisher = {Association for Computational Linguistics},
     title = {Semi-{M}arkov Phrase-Based Monolingual Alignment},
     url = {https://aclanthology.org/D13-1056},
     year = {2013}
   }
   

2. Margaret Mitchell, Jacqui Aguilar, Theresa Wilson, and Benjamin Van Durme. 2013. Open Domain Targeted Sentiment. In Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, pages 1643–1654, Seattle, Washington, USA. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{2425494,
     address = {Seattle, Washington, USA},
     author = {Mitchell, Margaret and Aguilar, Jacqui and Wilson, Theresa and Van Durme, Benjamin},
     booktitle = {Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing},
     month = oct,
     pages = {1643--1654},
     publisher = {Association for Computational Linguistics},
     title = {Open Domain Targeted Sentiment},
     url = {https://aclanthology.org/D13-1171},
     year = {2013}
   }
   

3. Jonathan Gordon and Benjamin Van Durme. 2013. Reporting bias and knowledge acquisition. In AKBC ’13. [pdf] [bibtex]

   @inproceedings{16567195,
     author = {{Jonathan Gordon} and {Benjamin Van Durme}},
     booktitle = {AKBC '13},
     month = oct,
     title = {Reporting bias and knowledge acquisition},
     url = {https://www.semanticscholar.org/paper/cceb698cbbb828537f2f195fb70b6fdc586d3327},
     year = {2013}
   }
   

4. Travis Wolfe, Benjamin Van Durme, Mark Dredze, Nicholas Andrews, Charley Beller, Chris Callison-Burch, Jay DeYoung, Justin Snyder, Jonathan Weese, Tan Xu, and Xuchen Yao. 2013. PARMA: A Predicate Argument Aligner. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pages 63–68, Sofia, Bulgaria. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{1147778,
     address = {Sofia, Bulgaria},
     author = {Wolfe, Travis and Van Durme, Benjamin and Dredze, Mark and Andrews, Nicholas and Beller, Charley and Callison-Burch, Chris and DeYoung, Jay and Snyder, Justin and Weese, Jonathan and Xu, Tan and Yao, Xuchen},
     booktitle = {Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)},
     month = aug,
     pages = {63--68},
     publisher = {Association for Computational Linguistics},
     title = {{PARMA}: A Predicate Argument Aligner},
     url = {https://aclanthology.org/P13-2012},
     year = {2013}
   }
   

5. Xuchen Yao, Benjamin Van Durme, Chris Callison-Burch, and Peter Clark. 2013. A Lightweight and High Performance Monolingual Word Aligner. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pages 702–707, Sofia, Bulgaria. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{2391673,
     address = {Sofia, Bulgaria},
     author = {Yao, Xuchen and Van Durme, Benjamin and Callison-Burch, Chris and Clark, Peter},
     booktitle = {Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)},
     month = aug,
     pages = {702--707},
     publisher = {Association for Computational Linguistics},
     title = {A Lightweight and High Performance Monolingual Word Aligner},
     url = {https://aclanthology.org/P13-2123},
     year = {2013}
   }
   

6. Shane Bergsma and Benjamin Van Durme. 2013. Using Conceptual Class Attributes to Characterize Social Media Users. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 710–720, Sofia, Bulgaria. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{5132275,
     address = {Sofia, Bulgaria},
     author = {Bergsma, Shane and Van Durme, Benjamin},
     booktitle = {Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
     month = aug,
     pages = {710--720},
     publisher = {Association for Computational Linguistics},
     title = {Using Conceptual Class Attributes to Characterize Social Media Users},
     url = {https://aclanthology.org/P13-1070},
     year = {2013}
   }
   

7. Xuchen Yao, Benjamin Van Durme, and Peter Clark. 2013. Automatic Coupling of Answer Extraction and Information Retrieval. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pages 159–165, Sofia, Bulgaria. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{13508168,
     address = {Sofia, Bulgaria},
     author = {Yao, Xuchen and Van Durme, Benjamin and Clark, Peter},
     booktitle = {Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)},
     month = aug,
     pages = {159--165},
     publisher = {Association for Computational Linguistics},
     title = {Automatic Coupling of Answer Extraction and Information Retrieval},
     url = {https://aclanthology.org/P13-2029},
     year = {2013}
   }
   

8. Xuchen Yao, Benjamin Van Durme, Chris Callison-Burch, and Peter Clark. 2013. Answer Extraction as Sequence Tagging with Tree Edit Distance. In Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 858–867, Atlanta, Georgia. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{14644892,
     address = {Atlanta, Georgia},
     author = {Yao, Xuchen and Van Durme, Benjamin and Callison-Burch, Chris and Clark, Peter},
     booktitle = {Proceedings of the 2013 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies},
     month = jun,
     pages = {858--867},
     publisher = {Association for Computational Linguistics},
     title = {Answer Extraction as Sequence Tagging with Tree Edit Distance},
     url = {https://aclanthology.org/N13-1106},
     year = {2013}
   }
   

9. Jonathan Gordon and Benjamin Van Durme. 2013. Reporting Bias and Knowledge Extraction. In Preprint. [pdf] [bibtex]

   @inproceedings{86766538,
     author = {{Jonathan Gordon} and {Benjamin Van Durme}},
     booktitle = {Preprint},
     month = jun,
     title = {Reporting Bias and Knowledge Extraction},
     url = {https://www.semanticscholar.org/paper/46e123a8ba5d4277b935c97529d48f2e678a9b45},
     year = {2013}
   }
   

10. Shane Bergsma, Mark Dredze, Benjamin Van Durme, Theresa Wilson, and David Yarowsky. 2013. Broadly Improving User Classification via Communication-Based Name and Location Clustering on Twitter. In Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 1010–1019, Atlanta, Georgia. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{10116260,
      address = {Atlanta, Georgia},
      author = {Bergsma, Shane and Dredze, Mark and Van Durme, Benjamin and Wilson, Theresa and Yarowsky, David},
      booktitle = {Proceedings of the 2013 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies},
      month = jun,
      pages = {1010--1019},
      publisher = {Association for Computational Linguistics},
      title = {Broadly Improving User Classification via Communication-Based Name and Location Clustering on {T}witter},
      url = {https://aclanthology.org/N13-1121},
      year = {2013}
    }
    

11. Juri Ganitkevitch, Benjamin Van Durme, and Chris Callison-Burch. 2013. PPDB: The Paraphrase Database. In Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 758–764, Atlanta, Georgia. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{6067240,
      address = {Atlanta, Georgia},
      author = {Ganitkevitch, Juri and Van Durme, Benjamin and Callison-Burch, Chris},
      booktitle = {Proceedings of the 2013 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies},
      month = jun,
      pages = {758--764},
      publisher = {Association for Computational Linguistics},
      title = {{PPDB}: The Paraphrase Database},
      url = {https://aclanthology.org/N13-1092},
      year = {2013}
    }
    

12. Martha Palmer, Ivan Titov, and Shumin Wu. 2013. Semantic Role Labeling. In NAACL HLT 2013 Tutorial Abstracts, pages 10–12, Atlanta, Georgia. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{219302374,
      address = {Atlanta, Georgia},
      author = {Palmer, Martha and Titov, Ivan and Wu, Shumin},
      booktitle = {NAACL HLT 2013 Tutorial Abstracts},
      month = jun,
      pages = {10--12},
      publisher = {Association for Computational Linguistics},
      title = {Semantic Role Labeling},
      url = {https://aclanthology.org/N13-4004},
      year = {2013}
    }
    

13. Martha Palmer, Ivan Titov, and Shumin Wu. 2013. Semantic Role Labeling. In NAACL HLT 2013 Tutorial Abstracts, pages 10–12, Atlanta, Georgia. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{58705267,
      address = {Atlanta, Georgia},
      author = {Palmer, Martha and Titov, Ivan and Wu, Shumin},
      booktitle = {NAACL HLT 2013 Tutorial Abstracts},
      month = jun,
      pages = {10--12},
      publisher = {Association for Computational Linguistics},
      title = {Semantic Role Labeling},
      url = {https://aclanthology.org/N13-4004},
      year = {2013}
    }
    

14. Francis Ferraro, Benjamin Van Durme, and Yanif Ahmad. 2013. Evaluating Progress in Probabilistic Programming through Topic Models. In Preprint. [pdf] [bibtex]

    @inproceedings{15678666,
      author = {{Francis Ferraro} and {Benjamin Van Durme} and {Yanif Ahmad}},
      booktitle = {Preprint},
      title = {Evaluating Progress in Probabilistic Programming through Topic Models},
      url = {https://www.semanticscholar.org/paper/584779cfaf2e32b462d604ecd2bba01bd4e7a149},
      year = {2013}
    }
    

15. David Etter, Francis Ferraro, Ryan Cotterell, Olivia Buzek, and Benjamin Van Durme. 2013. Nerit: Named Entity Recognition for Informal Text. In Human Language Technology Center of Excellence, Johns Hopkins, vol. Technical Report 11 (2013). [pdf] [bibtex]

    @inproceedings{14935035,
      author = {{David Etter} and {Francis Ferraro} and {Ryan Cotterell} and {Olivia Buzek} and {Benjamin Van Durme}},
      booktitle = {Human Language Technology Center of Excellence, Johns Hopkins, vol. Technical Report 11 (2013)},
      title = {Nerit: Named Entity Recognition for Informal Text},
      url = {https://www.semanticscholar.org/paper/5920903e1c2c7ea165ad84a8fe6dbafdd586cbe7},
      year = {2013}
    }
    

2012

1. Vinodkumar Prabhakaran, Michael Bloodgood, Mona Diab, Bonnie Dorr, Lori Levin, Christine D. Piatko, Owen Rambow, and Benjamin Van Durme. 2012. Statistical Modality Tagging from Rule-based Annotations and Crowdsourcing. In Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics, pages 57–64, Jeju, Republic of Korea. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{4895021,
     address = {Jeju, Republic of Korea},
     author = {Prabhakaran, Vinodkumar and Bloodgood, Michael and Diab, Mona and Dorr, Bonnie and Levin, Lori and Piatko, Christine D. and Rambow, Owen and Van Durme, Benjamin},
     booktitle = {Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics},
     month = jul,
     pages = {57--64},
     publisher = {Association for Computational Linguistics},
     title = {Statistical Modality Tagging from Rule-based Annotations and Crowdsourcing},
     url = {https://aclanthology.org/W12-3807},
     year = {2012}
   }
   

2. Benjamin Van Durme. 2012. Streaming Analysis of Discourse Participants. In Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, pages 48–58, Jeju Island, Korea. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{7068371,
     address = {Jeju Island, Korea},
     author = {Van Durme, Benjamin},
     booktitle = {Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning},
     month = jul,
     pages = {48--58},
     publisher = {Association for Computational Linguistics},
     title = {Streaming Analysis of Discourse Participants},
     url = {https://aclanthology.org/D12-1005},
     year = {2012}
   }
   

3. Francis Ferraro, Benjamin Van Durme, and Matt Post. 2012. Toward Tree Substitution Grammars with Latent Annotations. In Proceedings of the NAACL-HLT Workshop on the Induction of Linguistic Structure, pages 23–30, Montréal, Canada. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{17441119,
     address = {Montr{\'e}al, Canada},
     author = {Ferraro, Francis and Van Durme, Benjamin and Post, Matt},
     booktitle = {Proceedings of the {NAACL}-{HLT} Workshop on the Induction of Linguistic Structure},
     month = jun,
     pages = {23--30},
     publisher = {Association for Computational Linguistics},
     title = {Toward Tree Substitution Grammars with Latent Annotations},
     url = {https://aclanthology.org/W12-1904},
     year = {2012}
   }
   

4. Francis Ferraro, Matt Post, and Benjamin Van Durme. 2012. Judging Grammaticality with Count-Induced Tree Substitution Grammars. In Proceedings of the Seventh Workshop on Building Educational Applications Using NLP, pages 116–121, Montréal, Canada. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{12752913,
     address = {Montr{\'e}al, Canada},
     author = {Ferraro, Francis and Post, Matt and Van Durme, Benjamin},
     booktitle = {Proceedings of the Seventh Workshop on Building Educational Applications Using {NLP}},
     month = jun,
     pages = {116--121},
     publisher = {Association for Computational Linguistics},
     title = {Judging Grammaticality with Count-Induced Tree Substitution Grammars},
     url = {https://aclanthology.org/W12-2013},
     year = {2012}
   }
   

5. Courtney Napoles, Matthew Gormley, and Benjamin Van Durme. 2012. Annotated Gigaword. In Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction (AKBC-WEKEX), pages 95–100, Montréal, Canada. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{9586240,
     address = {Montr{\'e}al, Canada},
     author = {Napoles, Courtney and Gormley, Matthew and Van Durme, Benjamin},
     booktitle = {Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction ({AKBC}-{WEKEX})},
     month = jun,
     pages = {95--100},
     publisher = {Association for Computational Linguistics},
     title = {Annotated {G}igaword},
     url = {https://aclanthology.org/W12-3018},
     year = {2012}
   }
   

6. Brian Kjersten and Benjamin Van Durme. 2012. Space Efficiencies in Discourse Modeling via Conditional Random Sampling. In Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 513–517, Montréal, Canada. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{2076973,
     address = {Montr{\'e}al, Canada},
     author = {Kjersten, Brian and Van Durme, Benjamin},
     booktitle = {Proceedings of the 2012 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies},
     month = jun,
     pages = {513--517},
     publisher = {Association for Computational Linguistics},
     title = {Space Efficiencies in Discourse Modeling via Conditional Random Sampling},
     url = {https://aclanthology.org/N12-1056},
     year = {2012}
   }
   

7. Xuchen Yao, Benjamin Van Durme, and Chris Callison-Burch. 2012. Expectations of Word Sense in Parallel Corpora. In Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 621–625, Montréal, Canada. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{467937,
     address = {Montr{\'e}al, Canada},
     author = {Yao, Xuchen and Van Durme, Benjamin and Callison-Burch, Chris},
     booktitle = {Proceedings of the 2012 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies},
     month = jun,
     pages = {621--625},
     publisher = {Association for Computational Linguistics},
     title = {Expectations of Word Sense in Parallel Corpora},
     url = {https://aclanthology.org/N12-1078},
     year = {2012}
   }
   

8. Matthew R. Gormley, Mark Dredze, Benjamin Van Durme, and Jason Eisner. 2012. Shared Components Topic Models. In Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 783–792, Montréal, Canada. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{8102808,
     address = {Montr{\'e}al, Canada},
     author = {Gormley, Matthew R. and Dredze, Mark and Van Durme, Benjamin and Eisner, Jason},
     booktitle = {Proceedings of the 2012 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies},
     month = jun,
     pages = {783--792},
     publisher = {Association for Computational Linguistics},
     title = {Shared Components Topic Models},
     url = {https://aclanthology.org/N12-1096},
     year = {2012}
   }
   

9. Benjamin Van Durme. 2012. Jerboa: A Toolkit for Randomized and Streaming Algorithms. In Technical Report 7, Human Language Technology Center of Excellence. [pdf] [bibtex]

   @inproceedings{11874569,
     author = {{Benjamin Van Durme}},
     booktitle = {Technical Report 7, Human Language Technology Center of Excellence},
     title = {Jerboa: A Toolkit for Randomized and Streaming Algorithms},
     url = {https://www.semanticscholar.org/paper/13707dd6fa50b4ca6f9a2470284e4f0f45f33e2d},
     year = {2012}
   }
   

10. Juri Ganitkevitch, Benjamin Van Durme, and Chris Callison-Burch. 2012. Monolingual Distributional Similarity for Text-to-Text Generation. In *SEM 2012: The First Joint Conference on Lexical and Computational Semantics – Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation (SemEval 2012), pages 256–264, Montréal, Canada. Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{7940733,
      address = {Montr{\'e}al, Canada},
      author = {Ganitkevitch, Juri and Van Durme, Benjamin and Callison-Burch, Chris},
      booktitle = {*{SEM} 2012: The First Joint Conference on Lexical and Computational Semantics {--} Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation ({S}em{E}val 2012)},
      month = {7-8 June},
      pages = {256--264},
      publisher = {Association for Computational Linguistics},
      title = {Monolingual Distributional Similarity for Text-to-Text Generation},
      url = {https://aclanthology.org/S12-1034},
      year = {2012}
    }
    

11. A. Jansen, Benjamin Van Durme, and P. Clark. 2012. The JHU-HLTCOE Spoken Web Search System for MediaEval 2012. In MediaEval. [pdf] [bibtex]

    @inproceedings{16622396,
      author = {{A. Jansen} and {Benjamin Van Durme} and {P. Clark}},
      booktitle = {MediaEval},
      title = {The JHU-HLTCOE Spoken Web Search System for MediaEval 2012},
      url = {https://www.semanticscholar.org/paper/cf0b403c09c8634837abf66bb4390299a067a8c4},
      year = {2012}
    }
    

12. A. Jansen and Benjamin Van Durme. 2012. Indexing Raw Acoustic Features for Scalable Zero Resource Search. In INTERSPEECH. [pdf] [bibtex]

    @inproceedings{9644057,
      author = {{A. Jansen} and {Benjamin Van Durme}},
      booktitle = {INTERSPEECH},
      title = {Indexing Raw Acoustic Features for Scalable Zero Resource Search},
      url = {https://www.semanticscholar.org/paper/f11ee98bb09fe155a0af74e79f99583f293f2cd3},
      year = {2012}
    }
    

2011

1. A. Jansen and Benjamin Van Durme. 2011. Efficient spoken term discovery using randomized algorithms. In 2011 IEEE Workshop on Automatic Speech Recognition & Understanding. [pdf] [bibtex]

   @inproceedings{17498735,
     author = {{A. Jansen} and {Benjamin Van Durme}},
     booktitle = {2011 IEEE Workshop on Automatic Speech Recognition & Understanding},
     month = dec,
     title = {Efficient spoken term discovery using randomized algorithms},
     url = {https://www.semanticscholar.org/paper/5561d01b9cc08bac589bccdfc2f68019c58f36e7},
     year = {2011}
   }
   

2. Tsz Ping Chan, Chris Callison-Burch, and Benjamin Van Durme. 2011. Reranking Bilingually Extracted Paraphrases Using Monolingual Distributional Similarity. In Proceedings of the GEMS 2011 Workshop on GEometrical Models of Natural Language Semantics, pages 33–42, Edinburgh, UK. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{6502219,
     address = {Edinburgh, UK},
     author = {Chan, Tsz Ping and Callison-Burch, Chris and Van Durme, Benjamin},
     booktitle = {Proceedings of the {GEMS} 2011 Workshop on {GE}ometrical Models of Natural Language Semantics},
     month = jul,
     pages = {33--42},
     publisher = {Association for Computational Linguistics},
     title = {Reranking Bilingually Extracted Paraphrases Using Monolingual Distributional Similarity},
     url = {https://aclanthology.org/W11-2504},
     year = {2011}
   }
   

3. Juri Ganitkevitch, Chris Callison-Burch, Courtney Napoles, and Benjamin Van Durme. 2011. Learning Sentential Paraphrases from Bilingual Parallel Corpora for Text-to-Text Generation. In Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, pages 1168–1179, Edinburgh, Scotland, UK. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{10616734,
     address = {Edinburgh, Scotland, UK.},
     author = {Ganitkevitch, Juri and Callison-Burch, Chris and Napoles, Courtney and Van Durme, Benjamin},
     booktitle = {Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing},
     month = jul,
     pages = {1168--1179},
     publisher = {Association for Computational Linguistics},
     title = {Learning Sentential Paraphrases from Bilingual Parallel Corpora for Text-to-Text Generation},
     url = {https://aclanthology.org/D11-1108},
     year = {2011}
   }
   

4. Courtney Napoles, Chris Callison-Burch, Juri Ganitkevitch, and Benjamin Van Durme. 2011. Paraphrastic Sentence Compression with a Character-based Metric: Tightening without Deletion. In Proceedings of the Workshop on Monolingual Text-To-Text Generation, pages 84–90, Portland, Oregon. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{4946068,
     address = {Portland, Oregon},
     author = {Napoles, Courtney and Callison-Burch, Chris and Ganitkevitch, Juri and Van Durme, Benjamin},
     booktitle = {Proceedings of the Workshop on Monolingual Text-To-Text Generation},
     month = jun,
     pages = {84--90},
     publisher = {Association for Computational Linguistics},
     title = {Paraphrastic Sentence Compression with a Character-based Metric: Tightening without Deletion},
     url = {https://aclanthology.org/W11-1610},
     year = {2011}
   }
   

5. Houda Bouamor, Aurélien Max, Gabriel Illouz, and Anne Vilnat. 2011. Web-based Validation for Contextual Targeted Paraphrasing. In Proceedings of the Workshop on Monolingual Text-To-Text Generation, pages 10–19, Portland, Oregon. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{16250006,
     address = {Portland, Oregon},
     author = {Bouamor, Houda and Max, Aur{\'e}lien and Illouz, Gabriel and Vilnat, Anne},
     booktitle = {Proceedings of the Workshop on Monolingual Text-To-Text Generation},
     month = jun,
     pages = {10--19},
     publisher = {Association for Computational Linguistics},
     title = {Web-based Validation for Contextual Targeted Paraphrasing},
     url = {https://aclanthology.org/W11-1602},
     year = {2011}
   }
   

6. Courtney Napoles, Benjamin Van Durme, and Chris Callison-Burch. 2011. Evaluating Sentence Compression: Pitfalls and Suggested Remedies. In Proceedings of the Workshop on Monolingual Text-To-Text Generation, pages 91–97, Portland, Oregon. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{4941800,
     address = {Portland, Oregon},
     author = {Napoles, Courtney and Van Durme, Benjamin and Callison-Burch, Chris},
     booktitle = {Proceedings of the Workshop on Monolingual Text-To-Text Generation},
     month = jun,
     pages = {91--97},
     publisher = {Association for Computational Linguistics},
     title = {Evaluating Sentence Compression: Pitfalls and Suggested Remedies},
     url = {https://aclanthology.org/W11-1611},
     year = {2011}
   }
   

7. Benjamin Van Durme and Ashwin Lall. 2011. Efficient Online Locality Sensitive Hashing via Reservoir Counting. In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, pages 18–23, Portland, Oregon, USA. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{12595119,
     address = {Portland, Oregon, USA},
     author = {Van Durme, Benjamin and Lall, Ashwin},
     booktitle = {Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies},
     month = jun,
     pages = {18--23},
     publisher = {Association for Computational Linguistics},
     title = {Efficient Online Locality Sensitive Hashing via Reservoir Counting},
     url = {https://aclanthology.org/P11-2004},
     year = {2011}
   }
   

8. Byung Gyu Ahn, Benjamin Van Durme, and Chris Callison-Burch. 2011. WikiTopics: What is Popular on Wikipedia and Why. In Proceedings of the Workshop on Automatic Summarization for Different Genres, Media, and Languages, pages 33–40, Portland, Oregon. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{7472101,
     address = {Portland, Oregon},
     author = {Ahn, Byung Gyu and Van Durme, Benjamin and Callison-Burch, Chris},
     booktitle = {Proceedings of the Workshop on Automatic Summarization for Different Genres, Media, and Languages},
     month = jun,
     pages = {33--40},
     publisher = {Association for Computational Linguistics},
     title = {{W}iki{T}opics: What is Popular on {W}ikipedia and Why},
     url = {https://aclanthology.org/W11-0505},
     year = {2011}
   }
   

9. Xuchen Yao and Benjamin Van Durme. 2011. Nonparametric Bayesian Word Sense Induction. In Proceedings of TextGraphs-6: Graph-based Methods for Natural Language Processing, pages 10–14, Portland, Oregon. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{14478375,
     address = {Portland, Oregon},
     author = {Yao, Xuchen and Van Durme, Benjamin},
     booktitle = {Proceedings of {T}ext{G}raphs-6: Graph-based Methods for Natural Language Processing},
     month = jun,
     pages = {10--14},
     publisher = {Association for Computational Linguistics},
     title = {Nonparametric {B}ayesian Word Sense Induction},
     url = {https://aclanthology.org/W11-1102},
     year = {2011}
   }
   

10. R. Azevedo, Gautam Biswas, D. Bohus, Ted Carmichael, Mark A. Finlayson, M. Hadzikadic, Catherine Havasi, E. Horvitz, T. Kanda, O. Koyejo, W. Lawless, D. Lenat, Felipe Meneguzzi, Bilge Mutlu, Jean Oh, R. Pirrone, Antoine Raux, D. Sofge, G. Sukthankar, et al. 2011. Reports of the AAAI 2010 Fall Symposia. In AI Mag. [pdf] [bibtex]

    @inproceedings{11594550,
      author = {{R. Azevedo} and {Gautam Biswas} and {D. Bohus} and {Ted Carmichael} and {Mark A. Finlayson} and {M. Hadzikadic} and {Catherine Havasi} and {E. Horvitz} and {T. Kanda} and {O. Koyejo} and {W. Lawless} and {D. Lenat} and {Felipe Meneguzzi} and {Bilge Mutlu} and {Jean Oh} and {R. Pirrone} and {Antoine Raux} and {D. Sofge} and {G. Sukthankar} and {Benjamin Van Durme}},
      booktitle = {AI Mag.},
      month = mar,
      title = {Reports of the AAAI 2010 Fall Symposia},
      url = {https://www.semanticscholar.org/paper/bc4c61f6c8c7ea1530c65eb5d09ebe3ab67c2f1d},
      year = {2011}
    }
    

11. Shane Bergsma and Benjamin Van Durme. 2011. Learning Bilingual Lexicons Using the Visual Similarity of Labeled Web Images. In Toby Walsh, editor, IJCAI 2011, Proceedings of the 22nd International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22, 2011, pages 1764–1769. IJCAI/AAAI. [pdf] [bibtex]

    @inproceedings{5703661,
      author = {Bergsma, Shane and Durme, Benjamin Van},
      bibsource = {dblp computer science bibliography, https://dblp.org},
      biburl = {https://dblp.org/rec/conf/ijcai/BergsmaD11.bib},
      booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
      on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
      2011},
      doi = {10.5591/978-1-57735-516-8/IJCAI11-296},
      editor = {Walsh, Toby},
      pages = {1764--1769},
      publisher = {{IJCAI/AAAI}},
      timestamp = {Tue, 23 May 2017 01:00:00 +0200},
      title = {Learning Bilingual Lexicons Using the Visual Similarity of Labeled
      Web Images},
      url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-296},
      year = {2011}
    }
    

12. Matthew R. Gormley, Mark Dredze, Benjamin Van Durme, and Jason Eisner. 2011. Shared Components Topic Models with Application to Selectional Preference. In NIPS Workshop on Learning Semantics. [pdf] [bibtex]

    @inproceedings{8924328,
      author = {{Matthew R. Gormley} and {Mark Dredze} and {Benjamin Van Durme} and {Jason Eisner}},
      booktitle = {NIPS Workshop on Learning Semantics},
      title = {Shared Components Topic Models with Application to Selectional Preference},
      url = {https://www.semanticscholar.org/paper/f5a8a06aa9a664c97e87ed4f12d577bceacbb0dc},
      year = {2011}
    }
    

2010

1. Lenhart K. Schubert, Benjamin Van Durme, and Marzieh Bazrafshan. 2010. Entailment Inference in a Natural Logic-like General Reasoner. In AAAI Fall Symposium: Commonsense Knowledge. [pdf] [bibtex]

   @inproceedings{2801713,
     author = {{Lenhart K. Schubert} and {Benjamin Van Durme} and {Marzieh Bazrafshan}},
     booktitle = {AAAI Fall Symposium: Commonsense Knowledge},
     month = nov,
     title = {Entailment Inference in a Natural Logic-like General Reasoner},
     url = {https://www.semanticscholar.org/paper/7f21805a4a34fd967d8578b52a102dce09aa5a07},
     year = {2010}
   }
   

2. Benjamin Van Durme and Ashwin Lall. 2010. Online Generation of Locality Sensitive Hash Signatures. In Proceedings of the ACL 2010 Conference Short Papers, pages 231–235, Uppsala, Sweden. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{10382194,
     address = {Uppsala, Sweden},
     author = {Van Durme, Benjamin and Lall, Ashwin},
     booktitle = {Proceedings of the {ACL} 2010 Conference Short Papers},
     month = jul,
     pages = {231--235},
     publisher = {Association for Computational Linguistics},
     title = {Online Generation of Locality Sensitive Hash Signatures},
     url = {https://aclanthology.org/P10-2043},
     year = {2010}
   }
   

3. Jonathan Gordon, Benjamin Van Durme, and Lenhart Schubert. 2010. Evaluation of Commonsense Knowledge with Mechanical Turk. In Proceedings of the NAACL HLT 2010 Workshop on Creating Speech and Language Data with Amazon’s Mechanical Turk, pages 159–162, Los Angeles. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{6832438,
     address = {Los Angeles},
     author = {Gordon, Jonathan and Van Durme, Benjamin and Schubert, Lenhart},
     booktitle = {Proceedings of the {NAACL} {HLT} 2010 Workshop on Creating Speech and Language Data with {A}mazon{'}s Mechanical Turk},
     month = jun,
     pages = {159--162},
     publisher = {Association for Computational Linguistics},
     title = {Evaluation of Commonsense Knowledge with {M}echanical {T}urk},
     url = {https://aclanthology.org/W10-0724},
     year = {2010}
   }
   

4. Jonathan Gordon, Benjamin Van Durme, and Lenhart K. Schubert. 2010. Learning from the Web: Extracting General World Knowledge from Noisy Text. In Collaboratively-Built Knowledge Sources and AI. [pdf] [bibtex]

   @inproceedings{11301541,
     author = {{Jonathan Gordon} and {Benjamin Van Durme} and {Lenhart K. Schubert}},
     booktitle = {Collaboratively-Built Knowledge Sources and AI},
     title = {Learning from the Web: Extracting General World Knowledge from Noisy Text},
     url = {https://www.semanticscholar.org/paper/2a42a1df4860e026a1b5eb9973c3b5c7b427c079},
     year = {2010}
   }
   

2009

1. Jonathan Gordon, Benjamin Van Durme, and Lenhart K. Schubert. 2009. Weblogs as a source for extracting general world knowledge. In K-CAP ’09. [pdf] [bibtex]

   @inproceedings{22333964,
     author = {{Jonathan Gordon} and {Benjamin Van Durme} and {Lenhart K. Schubert}},
     booktitle = {K-CAP '09},
     month = sep,
     title = {Weblogs as a source for extracting general world knowledge},
     url = {https://www.semanticscholar.org/paper/382e227443ac349decdf7ab027942901a89d4167},
     year = {2009}
   }
   

2. Benjamin Van Durme and Ashwin Lall. 2009. Probabilistic Counting with Randomized Storage. In IJCAI. [pdf] [bibtex]

   @inproceedings{195347595,
     author = {{Benjamin Van Durme} and {Ashwin Lall}},
     booktitle = {IJCAI},
     month = jul,
     title = {Probabilistic Counting with Randomized Storage},
     url = {https://www.semanticscholar.org/paper/63914a3dc84f182a19fccbfe0cf9549e55582ad2},
     year = {2009}
   }
   

3. Benjamin Van Durme and D. Gildea. 2009. Topic Models for Corpus-centric Knowledge Generalization. In Technical Report TR-946, Department of Computer Science, University of Rochester. [pdf] [bibtex]

   @inproceedings{5685632,
     author = {{Benjamin Van Durme} and {D. Gildea}},
     booktitle = {Technical Report TR-946, Department of Computer Science, University of Rochester},
     month = jun,
     title = {Topic Models for Corpus-centric Knowledge Generalization},
     url = {https://www.semanticscholar.org/paper/8aee8100a94f197e4dd72b509772c56bcfd81b82},
     year = {2009}
   }
   

4. Ting Qian, Benjamin Van Durme, and Lenhart Schubert. 2009. Building a Semantic Lexicon of English Nouns via Bootstrapping. In Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Student Research Workshop and Doctoral Consortium, pages 37–42, Boulder, Colorado. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{6639754,
     address = {Boulder, Colorado},
     author = {Qian, Ting and Van Durme, Benjamin and Schubert, Lenhart},
     booktitle = {Proceedings of Human Language Technologies: The 2009 Annual Conference of the North {A}merican Chapter of the Association for Computational Linguistics, Companion Volume: Student Research Workshop and Doctoral Consortium},
     month = jun,
     pages = {37--42},
     publisher = {Association for Computational Linguistics},
     title = {Building a Semantic Lexicon of {E}nglish Nouns via Bootstrapping},
     url = {https://aclanthology.org/N09-3007},
     year = {2009}
   }
   

5. Benjamin Van Durme, Phillip Michalak, and Lenhart Schubert. 2009. Deriving Generalized Knowledge from Corpora Using WordNet Abstraction. In Proceedings of the 12th Conference of the European Chapter of the ACL (EACL 2009), pages 808–816, Athens, Greece. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{2460299,
     address = {Athens, Greece},
     author = {Van Durme, Benjamin and Michalak, Phillip and Schubert, Lenhart},
     booktitle = {Proceedings of the 12th Conference of the {E}uropean Chapter of the {ACL} ({EACL} 2009)},
     month = mar,
     pages = {808--816},
     publisher = {Association for Computational Linguistics},
     title = {Deriving Generalized Knowledge from Corpora Using {W}ord{N}et Abstraction},
     url = {https://aclanthology.org/E09-1092},
     year = {2009}
   }
   

6. Benjamin Van Durme and Ashwin Lall. 2009. Streaming Pointwise Mutual Information. In Yoshua Bengio, Dale Schuurmans, John D. Lafferty, Christopher K. I. Williams, and Aron Culotta, editors, Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, Vancouver, British Columbia, Canada, pages 1892–1900. Curran Associates, Inc. [pdf] [bibtex]

   @inproceedings{6739588,
     author = {Durme, Benjamin Van and Lall, Ashwin},
     bibsource = {dblp computer science bibliography, https://dblp.org},
     biburl = {https://dblp.org/rec/conf/nips/DurmeL09.bib},
     booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
     Conference on Neural Information Processing Systems 2009. Proceedings
     of a meeting held 7-10 December 2009, Vancouver, British Columbia,
     Canada},
     editor = {Bengio, Yoshua and Schuurmans, Dale and Lafferty, John D. and Williams, Christopher K. I. and Culotta, Aron},
     pages = {1892--1900},
     publisher = {Curran Associates, Inc.},
     timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
     title = {Streaming Pointwise Mutual Information},
     url = {https://proceedings.neurips.cc/paper/2009/hash/185c29dc24325934ee377cfda20e414c-Abstract.html},
     year = {2009}
   }
   

7. Benjamin Van Durme and Ashwin Lall. 2009. Probabilistic Counting as an Extension to Randomized Count Storage. In Technical Report 942, Department of Computer Science, University of Rochester. [pdf] [bibtex]

   @inproceedings{44215578,
     author = {{Benjamin Van Durme} and {Ashwin Lall}},
     booktitle = {Technical Report 942, Department of Computer Science, University of Rochester},
     title = {Probabilistic Counting as an Extension to Randomized Count Storage},
     url = {https://www.semanticscholar.org/paper/a79a65c7c49a3f3b8848a39d490b788877a6f7db},
     year = {2009}
   }
   

2008

1. Benjamin Van Durme, Ting Qian, and Lenhart Schubert. 2008. Class-Driven Attribute Extraction. In Proceedings of the 22nd International Conference on Computational Linguistics (Coling 2008), pages 921–928, Manchester, UK. Coling 2008 Organizing Committee. [pdf] [bibtex]

   @inproceedings{7198729,
     address = {Manchester, UK},
     author = {Van Durme, Benjamin and Qian, Ting and Schubert, Lenhart},
     booktitle = {Proceedings of the 22nd International Conference on Computational Linguistics (Coling 2008)},
     month = aug,
     pages = {921--928},
     publisher = {Coling 2008 Organizing Committee},
     title = {Class-Driven Attribute Extraction},
     url = {https://aclanthology.org/C08-1116},
     year = {2008}
   }
   

2. Benjamin Van Durme and Marius Pasca. 2008. Finding Cars, Goddesses and Enzymes: Parametrizable Acquisition of Labeled Instances for Open-Domain Information Extraction. In AAAI. [pdf] [bibtex]

   @inproceedings{6023401,
     author = {{Benjamin Van Durme} and {Marius Pasca}},
     booktitle = {AAAI},
     month = jul,
     title = {Finding Cars, Goddesses and Enzymes: Parametrizable Acquisition of Labeled Instances for Open-Domain Information Extraction},
     url = {https://www.semanticscholar.org/paper/13a84e7cf04cc5203b1b7eac57a52079ea4da64e},
     year = {2008}
   }
   

3. Dekang Lin, Shaojun Zhao, Benjamin Van Durme, and Marius Paşca. 2008. Mining Parenthetical Translations from the Web by Word Alignment. In Proceedings of ACL-08: HLT, pages 994–1002, Columbus, Ohio. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{7710382,
     address = {Columbus, Ohio},
     author = {Lin, Dekang and Zhao, Shaojun and Van Durme, Benjamin and Pa{\c{s}}ca, Marius},
     booktitle = {Proceedings of ACL-08: HLT},
     month = jun,
     pages = {994--1002},
     publisher = {Association for Computational Linguistics},
     title = {Mining Parenthetical Translations from the Web by Word Alignment},
     url = {https://aclanthology.org/P08-1113},
     year = {2008}
   }
   

4. Marius Paşca and Benjamin Van Durme. 2008. Weakly-Supervised Acquisition of Open-Domain Classes and Class Attributes from Web Documents and Query Logs. In Proceedings of ACL-08: HLT, pages 19–27, Columbus, Ohio. Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{2512478,
     address = {Columbus, Ohio},
     author = {Pa{\c{s}}ca, Marius and Van Durme, Benjamin},
     booktitle = {Proceedings of ACL-08: HLT},
     month = jun,
     pages = {19--27},
     publisher = {Association for Computational Linguistics},
     title = {Weakly-Supervised Acquisition of Open-Domain Classes and Class Attributes from Web Documents and Query Logs},
     url = {https://aclanthology.org/P08-1003},
     year = {2008}
   }
   

5. Benjamin Van Durme and Lenhart Schubert. 2008. Open Knowledge Extraction through Compositional Language Processing. In Semantics in Text Processing. STEP 2008 Conference Proceedings, pages 239–254. College Publications. [pdf] [bibtex]

   @inproceedings{2077889,
     author = {Van Durme, Benjamin and Schubert, Lenhart},
     booktitle = {Semantics in Text Processing. {STEP} 2008 Conference Proceedings},
     pages = {239--254},
     publisher = {College Publications},
     title = {Open Knowledge Extraction through Compositional Language Processing},
     url = {https://aclanthology.org/W08-2219},
     year = {2008}
   }
   

6. Benjamin Van Durme, Phillip Michalak, and Lenhart K. Schubert. 2008. Deriving Generic Statements using Corpus Acquired Knowledge and WordNet. In Technical Report 940, Department of Computer Science, University of Rochester. [pdf] [bibtex]

   @inproceedings{46244715,
     author = {{Benjamin Van Durme} and {Phillip Michalak} and {Lenhart K. Schubert}},
     booktitle = {Technical Report 940, Department of Computer Science, University of Rochester},
     title = {Deriving Generic Statements using Corpus Acquired Knowledge and WordNet},
     url = {https://www.semanticscholar.org/paper/be9b50040c7bca65fabbf2791e0cb97b94d3d69c},
     year = {2008}
   }
   

7. Benjamin Van Durme, Phillip Michalak, and Lenhart K. Schubert. 2008. Notes on the Acquisition of Conditional Knowledge. In Technical Report 937, Department of Computer Science, University of Rochester. [pdf] [bibtex]

   @inproceedings{18465297,
     author = {{Benjamin Van Durme} and {Phillip Michalak} and {Lenhart K. Schubert}},
     booktitle = {Technical Report 937, Department of Computer Science, University of Rochester},
     title = {Notes on the Acquisition of Conditional Knowledge},
     url = {https://www.semanticscholar.org/paper/ec330f37e65c011d51d14026bb0ce5e286b9043b},
     year = {2008}
   }
   

2007

1. Marius Pasca, Benjamin Van Durme, and Nikesh Garera. 2007. The role of documents vs. queries in extracting class attributes from text. In CIKM ’07. [pdf] [bibtex]

   @inproceedings{5718236,
     author = {{Marius Pasca} and {Benjamin Van Durme} and {Nikesh Garera}},
     booktitle = {CIKM '07},
     month = nov,
     title = {The role of documents vs. queries in extracting class attributes from text},
     url = {https://www.semanticscholar.org/paper/099c5d3093ff4444790fad3fc3a926a03d23fff7},
     year = {2007}
   }
   

2. Marius Pasca and Benjamin Van Durme. 2007. What You Seek Is What You Get: Extraction of Class Attributes from Query Logs. In IJCAI. [pdf] [bibtex]

   @inproceedings{3718592,
     author = {{Marius Pasca} and {Benjamin Van Durme}},
     booktitle = {IJCAI},
     month = jan,
     title = {What You Seek Is What You Get: Extraction of Class Attributes from Query Logs},
     url = {https://www.semanticscholar.org/paper/c51814c42bdea32aec74db7960489c8b31f00e94},
     year = {2007}
   }
   

2005

1. Kevin Knight, Hwee Tou Ng, and Kemal Oflazer, editors. 2005. Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL’05). Association for Computational Linguistics, Ann Arbor, Michigan. [pdf] [bibtex]

   @proceedings{57970994,
     address = {Ann Arbor, Michigan},
     editor = {Knight, Kevin and Ng, Hwee Tou and Oflazer, Kemal},
     month = jun,
     publisher = {Association for Computational Linguistics},
     title = {Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics ({ACL}{'}05)},
     url = {https://aclanthology.org/P05-1000},
     year = {2005}
   }
   

2004

1. Anna Kupść, Teruko Mitamura, Benjamin Van Durme, and Eric Nyberg. 2004. Pronominal Anaphora Resolution for Unrestricted Text. In Proceedings of the Fourth International Conference on Language Resources and Evaluation (LREC’04), Lisbon, Portugal. European Language Resources Association (ELRA). [pdf] [bibtex]

   @inproceedings{17726526,
     address = {Lisbon, Portugal},
     author = {Kup{\'s}{\'c}, Anna and Mitamura, Teruko and Van Durme, Benjamin and Nyberg, Eric},
     booktitle = {Proceedings of the Fourth International Conference on Language Resources and Evaluation ({LREC}{'}04)},
     month = may,
     publisher = {European Language Resources Association (ELRA)},
     title = {Pronominal Anaphora Resolution for Unrestricted Text},
     url = {http://www.lrec-conf.org/proceedings/lrec2004/pdf/671.pdf},
     year = {2004}
   }
   

2003

1. Eric Nyberg, T. Mitamura, Jamie Callan, J. Carbonell, Robert E. Frederking, K. Collins-Thompson, Laurie Hiyakumoto, Yifen Huang, C. Huttenhower, S. Judy, Jeongwoo Ko, Anna Kupsc, L. Lita, V. Pedro, David Svoboda, and Benjamin Van Durme. 2003. The JAVELIN Question-Answering System at TREC 2003: A Multi-Strategh Approach with Dynamic Planning. In TREC. [pdf] [bibtex]

   @inproceedings{2814089,
     author = {{Eric Nyberg} and {T. Mitamura} and {Jamie Callan} and {J. Carbonell} and {Robert E. Frederking} and {K. Collins-Thompson} and {Laurie Hiyakumoto} and {Yifen Huang} and {C. Huttenhower} and {S. Judy} and {Jeongwoo Ko} and {Anna Kupsc} and {L. Lita} and {V. Pedro} and {David Svoboda} and {Benjamin Van Durme}},
     booktitle = {TREC},
     title = {The JAVELIN Question-Answering System at TREC 2003: A Multi-Strategh Approach with Dynamic Planning},
     url = {https://www.semanticscholar.org/paper/24b969bc8bf7b6054887cb889ef7a1e9bbaa36c5},
     year = {2003}
   }
   

2. Benjamin Van Durme, Yifen Huang, Anna Kupść, and Eric Nyberg. 2003. Towards light semantic processing for question answering. In Proceedings of the HLT-NAACL 2003 Workshop on Text Meaning, pages 54–61. [pdf] [bibtex]

   @inproceedings{11376369,
     author = {Van Durme, Benjamin and Huang, Yifen and Kup{\'s}{\'c}, Anna and Nyberg, Eric},
     booktitle = {Proceedings of the {HLT}-{NAACL} 2003 Workshop on Text Meaning},
     pages = {54--61},
     title = {Towards light semantic processing for question answering},
     url = {https://aclanthology.org/W03-0908},
     year = {2003}
   }