2025

1. Akhil Deo, Kate Sanders, and Benjamin Van Durme. 2025. SocialNLI: A Dialogue-Centric Social Inference Dataset. In arXiv.org. [pdf] [bibtex]

   @inproceedings{281886588,
     title = {SocialNLI: A Dialogue-Centric Social Inference Dataset},
     author = {{Akhil Deo} and {Kate Sanders} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2510.05458},
     year = {2025},
     month = oct,
     booktitle = {arXiv.org}
   }
   

2. Michael Y. Hu, Benjamin Van Durme, Jacob Andreas, and Harsh Jhamtani. 2025. Sample-Efficient Online Learning in LM Agents via Hindsight Trajectory Rewriting. In arXiv.org. [pdf] [bibtex]

   @inproceedings{282058207,
     title = {Sample-Efficient Online Learning in LM Agents via Hindsight Trajectory Rewriting},
     author = {{Michael Y. Hu} and {Benjamin Van Durme} and {Jacob Andreas} and {Harsh Jhamtani}},
     url = {https://arxiv.org/abs/2510.10304},
     year = {2025},
     month = oct,
     booktitle = {arXiv.org}
   }
   

3. Alexander Martin, William Walden, Reno Kriz, Dengjia Zhang, Kate Sanders, Eugene Yang, Chihsheng Jin, and Benjamin Van Durme. 2025. Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation. In arXiv.org. [pdf] [bibtex]

   @inproceedings{282574069,
     title = {Seeing Through the MiRAGE: Evaluating Multimodal Retrieval Augmented Generation},
     author = {{Alexander Martin} and {William Walden} and {Reno Kriz} and {Dengjia Zhang} and {Kate Sanders} and {Eugene Yang} and {Chihsheng Jin} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2510.24870},
     year = {2025},
     month = oct,
     booktitle = {arXiv.org}
   }
   

4. Jingyu Zhang, Haozhu Wang, E. Smith, Sid Wang, Amr Sharaf, Ma-hesh Pasupuleti, Benjamin Van Durme, Daniel Khashabi, Jason E. Weston, and Hongyuan Zhan. 2025. The Alignment Waltz: Jointly Training Agents to Collaborate for Safety. In arXiv.org. [pdf] [bibtex]

   @inproceedings{281950514,
     title = {The Alignment Waltz: Jointly Training Agents to Collaborate for Safety},
     author = {{Jingyu Zhang} and {Haozhu Wang} and {E. Smith} and {Sid Wang} and {Amr Sharaf} and {Ma-hesh Pasupuleti} and {Benjamin Van Durme} and {Daniel Khashabi} and {Jason E. Weston} and {Hongyuan Zhan}},
     url = {https://arxiv.org/abs/2510.08240},
     year = {2025},
     month = oct,
     booktitle = {arXiv.org}
   }
   

5. Miriam Wanner, Leif Azzopardi, Paul Thomas, Soham Dan, Benjamin Van Durme, and Nick Craswell. 2025. All Claims Are Equal, but Some Claims Are More Equal Than Others: Importance-Sensitive Factuality Evaluation of LLM Generations. In arXiv.org. [pdf] [bibtex]

   @inproceedings{281891961,
     title = {All Claims Are Equal, but Some Claims Are More Equal Than Others: Importance-Sensitive Factuality Evaluation of LLM Generations},
     author = {{Miriam Wanner} and {Leif Azzopardi} and {Paul Thomas} and {Soham Dan} and {Benjamin Van Durme} and {Nick Craswell}},
     url = {https://arxiv.org/abs/2510.07083},
     year = {2025},
     month = oct,
     booktitle = {arXiv.org}
   }
   

6. William Fleshman and Benjamin Van Durme. 2025. SEQR: Secure and Efficient QR-based LoRA Routing. In arXiv.org. [pdf] [bibtex]

   @inproceedings{281421036,
     title = {SEQR: Secure and Efficient QR-based LoRA Routing},
     author = {{William Fleshman} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2509.18093},
     year = {2025},
     month = sep,
     booktitle = {arXiv.org}
   }
   

7. Marc Marone, Orion Weller, William Fleshman, Eugene Yang, Dawn J. Lawrie, and Benjamin Van Durme. 2025. mmBERT: A Modern Multilingual Encoder with Annealed Language Learning. In arXiv.org. [pdf] [bibtex]

   @inproceedings{281204091,
     title = {mmBERT: A Modern Multilingual Encoder with Annealed Language Learning},
     author = {{Marc Marone} and {Orion Weller} and {William Fleshman} and {Eugene Yang} and {Dawn J. Lawrie} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2509.06888},
     year = {2025},
     month = sep,
     booktitle = {arXiv.org}
   }
   

8. William Jurayj, Nils Holzenberger, and Benjamin Van Durme. 2025. Language Models and Logic Programs for Trustworthy Financial Reasoning. In arXiv.org. [pdf] [bibtex]

   @inproceedings{280950030,
     title = {Language Models and Logic Programs for Trustworthy Financial Reasoning},
     author = {{William Jurayj} and {Nils Holzenberger} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2508.21051},
     year = {2025},
     month = aug,
     booktitle = {arXiv.org}
   }
   

9. Andrew Blair-Stanek, Nils Holzenberger, and Benjamin Van Durme. 2025. Can LLMs Identify Tax Abuse? In arXiv.org. [pdf] [bibtex]

   @inproceedings{280949685,
     title = {Can LLMs Identify Tax Abuse?},
     author = {{Andrew Blair-Stanek} and {Nils Holzenberger} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2508.20097},
     year = {2025},
     month = aug,
     booktitle = {arXiv.org}
   }
   

10. Sam Barham, Chandler May, and Benjamin Van Durme. 2025. MegaWika 2: A More Comprehensive Multilingual Collection of Articles and their Sources. In arXiv.org. [pdf] [bibtex]

    @inproceedings{280536792,
      title = {MegaWika 2: A More Comprehensive Multilingual Collection of Articles and their Sources},
      author = {{Sam Barham} and {Chandler May} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2508.03828},
      year = {2025},
      month = aug,
      booktitle = {arXiv.org}
    }
    

11. Orion Weller, Kathryn Ricci, Marc Marone, Antoine Chaffin, Dawn J. Lawrie, and Benjamin Van Durme. 2025. Seq vs Seq: An Open Suite of Paired Encoders and Decoders. In arXiv.org. [pdf] [bibtex]

    @inproceedings{280232999,
      title = {Seq vs Seq: An Open Suite of Paired Encoders and Decoders},
      author = {{Orion Weller} and {Kathryn Ricci} and {Marc Marone} and {Antoine Chaffin} and {Dawn J. Lawrie} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2507.11412},
      year = {2025},
      month = jul,
      booktitle = {arXiv.org}
    }
    

12. Vivek Chari and Benjamin Van Durme. 2025. Compactor: Calibrated Query-Agnostic KV Cache Compression with Approximate Leverage Scores. In arXiv.org. [pdf] [bibtex]

    @inproceedings{280221584,
      title = {Compactor: Calibrated Query-Agnostic KV Cache Compression with Approximate Leverage Scores},
      author = {{Vivek Chari} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2507.08143},
      year = {2025},
      month = jul,
      booktitle = {arXiv.org}
    }
    

13. William Fleshman and Benjamin Van Durme. 2025. LoRA-Augmented Generation (LAG) for Knowledge-Intensive Language Tasks. In arXiv.org. [pdf] [bibtex]

    @inproceedings{280149137,
      title = {LoRA-Augmented Generation (LAG) for Knowledge-Intensive Language Tasks},
      author = {{William Fleshman} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2507.05346},
      year = {2025},
      month = jul,
      booktitle = {arXiv.org}
    }
    

14. William Walden, Kathryn Ricci, Miriam Wanner, Zhengping Jiang, Chandler May, Rongkun Zhou, and Benjamin Van Durme. 2025. How Grounded is Wikipedia? A Study on Structured Evidential Support. In arXiv.org. [pdf] [bibtex]

    @inproceedings{279402642,
      title = {How Grounded is Wikipedia? A Study on Structured Evidential Support},
      author = {{William Walden} and {Kathryn Ricci} and {Miriam Wanner} and {Zhengping Jiang} and {Chandler May} and {Rongkun Zhou} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2506.12637},
      year = {2025},
      month = jun,
      booktitle = {arXiv.org}
    }
    

15. Jingyu Zhang, Ahmed Elgohary, Xiawei Wang, Ahmed Magooda, Benjamin Van Durme, Daniel Khashabi, Kyle Jackson, JBDistill Benchmark JBDistill Benchmark, Marah Abdin, Jyoti Aneja, Harkirat Singh Behl, Sébastien Bubeck, Ronen Eldan, S. Gunasekar, Michael Harrison, Russell J. Hewett, Mojan Javaheripi, Piero Kauffmann, James R. Lee, et al. 2025. Jailbreak Distillation: Renewable Safety Benchmarking. In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

    @inproceedings{278959590,
      title = {Jailbreak Distillation: Renewable Safety Benchmarking},
      author = {{Jingyu Zhang} and {Ahmed Elgohary} and {Xiawei Wang} and {Ahmed Magooda} and {Benjamin Van Durme} and {Daniel Khashabi} and {Kyle Jackson} and {JBDistill Benchmark JBDistill Benchmark} and {Marah Abdin} and {Jyoti Aneja} and {Harkirat Singh Behl} and {Sébastien Bubeck} and {Ronen Eldan} and {S. Gunasekar} and {Michael Harrison} and {Russell J. Hewett} and {Mojan Javaheripi} and {Piero Kauffmann} and {James R. Lee} and {Yin Tat Lee} and {Yuanzhi Li} and {Weishung Liu} and {C. C. T. Mendes} and {Anh Nguyen} and {Eric Price} and {Gustavo de Rosa} and {Olli Saarikivi} and {Adil Salim} and {Tim Beyer} and {Sophie Xhonneux} and {Simon Geisler} and {G. Gidel} and {Leo Schwinn} and {Stephan Günnemann. 2025} and {Blake Bullwinkel} and {Amanda Minnich} and {Shiven Chawla} and {Gary Lopez} and {Martin Pouliot} and {Whitney Maxwell} and {Patrick Chao} and {Edoardo Debenedetti} and {Alexander Robey} and {Maksym Andriushchenko} and {Francesco Croce} and {Vikash Sehwag} and {Edgar Dobriban} and {Nicolas Flammarion} and {George J. Pappas} and {Florian Tramèr} and {Hamed Hassani} and {Eric Wong} and {Jailbreakbench} and {Zora Che} and {Stephen Casper} and {Robert Kirk} and {Anirudh Satheesh} and {Stewart Slocum} and {Lev E McKinney} and {Rohit Gandikota} and {Aidan Ewart} and {Domenic Rosati} and {Zichu Wu} and {Zikui Cai} and {Daya Guo} and {Dejian Yang} and {Haowei Zhang} and {Jun-Mei Song} and {Ruoyu Zhang} and {Runxin Xu} and {Qihao Zhu} and {Shirong Ma} and {Peiyi Wang} and {Xiaoling Bi} and {Xiaokang Zhang} and {Xingkai Yu} and {Yu Wu} and {Z. F. Wu} and {Zhibin Gou} and {Zhihong Shao} and {Zhuoshu Li} and {Ziyi Gao} and {A. Liu} and {Bing Xue} and {Bing-Li Wang} and {Bo Wu} and {Bei Feng} and {Cheng Lu} and {Chenggang Zhao} and {C. Deng} and {Chenyu Zhang} and {C. Ruan} and {Damai Dai} and {Deli Chen} and {Dong-Li Ji} and {Erhang Li} and {Fangyun Lin} and {Fucong Dai} and {Fuli Luo} and {Guangbo Hao} and {Guanting Chen} and {Guowei Li} and {Han Bao} and {Hanwei Xu} and {Haocheng Wang} and {Honghui Ding} and {Huajian Xin} and {Huazuo Gao} and {Hui Qu} and {Hui Li} and {Jianzhong Guo} and {Jiashi Li} and {Jiawei Wang} and {JingChang Chen} and {Jingyang Yuan} and {Junjie Qiu} and {Junlong Li} and {J. Cai} and {J. Ni} and {Jian Liang} and {Jin Chen} and {Kai Dong} and {Kai Hu} and {Kaige Gao} and {Kang Guan} and {Kexin Huang} and {Kuai Yu} and {Lean Wang} and {Lecong Zhang} and {Liang Zhao} and {Litong Wang} and {Liyue Zhang} and {Lei Xu} and {Leyi Xia} and {Mingchuan Zhang} and {Minghua Zhang} and {Min Tang} and {Meng Li} and {Miaojun Wang} and {Mingming Li} and {Ning Tian} and {Panpan Huang} and {Peng Zhang} and {Qiancheng Wang} and {Qinyu Chen} and {Qiushi Du} and {Ruiqi Ge} and {Ruisong Zhang} and {Ruizhe Pan} and {Runji Wang} and {R. J. Chen} and {R. Jin} and {Ruyi Chen} and {Shanghao Lu} and {Shangyan Zhou} and {Shanhuang Chen} and {Shengfeng Ye} and {Shiyu Wang} and {Shuiping Yu} and {Shunfeng Zhou} and {Shuting Pan} and {S. S. Li} and {Shuang Zhou} and {Shao-Ping Wu} and {Tao Yun} and {Tian Pei} and {Tianyu Sun} and {T. Wang} and {Wangding Zeng} and {Wanjia Zhao} and {Wen Liu} and {W. Liang} and {Wenjun Gao} and {Wen-xuan Yu} and {Wentao Zhang} and {W. Xiao} and {Wei An} and {Xiaodong Liu} and {Xiaohan Wang} and {Xiaokang Chen} and {X. Nie} and {Xin Cheng} and {Xin Liu} and {Xinfeng Xie} and {Xingchao Liu} and {Xinyu Yang} and {Xinyuan Li} and {Xuecheng Su} and {Xuheng Lin} and {Xiangyu Jin} and {Xi-Cheng Shen} and {Xiaosha Chen} and {Xiaowen Sun} and {Xiaoxi-ang Wang} and {Xinnan Song} and {Xinyi Zhou} and {Xianzu Wang} and {Xinxia Shan} and {Y. K. Li} and {Y. Q. Wang} and {Y. X. Wei} and {Yang Zhang} and {Yanhong Xu} and {Yao Li} and {Yao Zhao} and {Yaofeng Sun} and {Yaohui Wang} and {Yi Yu} and {Yichao Zhang} and {Yifan Shi} and {Yi Xiong} and {Ying He} and {Yishi Piao} and {Yisong Wang} and {Y. Tan} and {Yiyang Ma} and {Yiyuan Liu} and {Yongqiang Guo} and {Y. Ou} and {Yuduan Wang} and {Yue Gong} and {Yuheng Zou} and {Yujia He} and {Yunfan Xiong} and {Yuxiang Luo} and {Yu-mei You} and {Yuxuan Liu} and {Yuyang Zhou} and {Y. X. Zhu} and {Yanping Huang} and {Yao Li} and {Yi Zheng} and {Yunxiang Ma} and {Ying Tang} and {Y. Zha} and {Yuting Yan} and {Z. Ren} and {Zhangli Sha} and {Zhe Fu} and {Zhean Xu} and {Zhenda Xie} and {Zhengyan Zhang} and {Zhewen Hao} and {Zhicheng Ma} and {Zhigang Yan} and {Zhiyu Wu} and {Zihui Gu} and {Zijia Zhu} and {Zijun Liu} and {Zi-An Li} and {Ziwei Xie} and {Ziyang Song} and {Deep Ganguli} and {Liane Lovitt} and {John Kernion} and {Amanda Askell} and {Yuntao Bai} and {Saurav Kadavath} and {Benjamin Mann} and {Ethan Perez} and {Nicholas Schiefer} and {Kamal Ndousse} and {Andy Jones} and {Sam Bowman} and {Anna Chen} and {Tom Con-erly} and {Nova Dassarma} and {Dawn Drain} and {Nelson Elhage Sheer} and {Stanislav Fort} and {Zac Hatfield-Dodds} and {T. Henighan} and {Danny Hernandez} and {Tristan Hume} and {Josh Jacobson} and {Scott Johnston} and {Shauna Kravec} and {Catherine Olsson} and {Sam Ringer} and {Eli Tran-Johnson} and {Dario Amodei} and {Tom Brown} and {Nicholas Joseph} and {Sam McCandlish} and {Chris Olah} and {Jared Kaplan} and {Jack Clark. 2022. Red} and {Aaron Grattafiori} and {Abhimanyu Dubey} and {Abhinav Jauhri} and {Abhinav Pandey} and {Abhishek Kadian} and {Ahmad Al-Dahle} and {Aiesha Letman} and {Akhil Mathur} and {Alan Schel-ten} and {Alex Vaughan} and {Amy Yang} and {Angela Fan} and {Anirudh Goyal} and {A. Hartshorn} and {Aobo Yang} and {Archi Mitra} and {A. Sravankumar} and {A. Korenev} and {Arthur Hinsvark} and {Arun Rao} and {Aston Zhang} and {Aurelien Ro-driguez} and {Austen Gregerson} and {Ava Spataru} and {Baptiste Rozière} and {Bethany Biron} and {Binh Tang} and {Bobbie Chern} and {C. Caucheteux} and {Chaya Nayak} and {Chloe Bi} and {Chris Marra} and {Chris McConnell} and {Christian Keller} and {C. Touret} and {Chunyang Wu} and {Corinne Wong} and {Cris-tian Cantón Ferrer} and {Cyrus Nikolaidis} and {Damien Al-lonsius} and {Daniel Song} and {Danielle Pintz} and {Danny Livshits} and {Danny Wyatt} and {David Esiobu} and {Dhruv Choudhary} and {Dhruv Mahajan} and {Diego Garcia-Olano} and {Diego Perino} and {Dieuwke Hupkes} and {Egor Lakomkin} and {Ehab A. AlBadawy} and {Elina Lobanova} and {Emily Dinan} and {Eric Michael Smith} and {Filip Radenovic} and {Francisco Guzmán} and {Frank Zhang} and {Gabriele Synnaeve} and {Gabrielle Lee} and {Georgia Lewis} and {Govind Thattai} and {Graeme Nail} and {Grégoire Mi-alon} and {Guan Pang} and {Guillem Cucurell} and {Hailey Nguyen} and {Han-nah Korevaar} and {Hu Xu} and {Hugo Touvron} and {Imanol Iliyan Zarov} and {Arrieta Ibarra} and {Is-abel Kloumann} and {Ishan Misra} and {Ivan Evtimov} and {Jack Zhang} and {Jade Copet} and {Jaewon Lee} and {Jan Geffert} and {Jana Vranes} and {Jason Park} and {Jay Mahadeokar} and {Jeet Shah} and {J. V. D. Linde} and {Jennifer Billock} and {Jenny Hong} and {Jenya Lee} and {J. Fu} and {Jianfeng Chi} and {Jianyu Huang} and {Jiawen Liu} and {Jie Wang} and {Jiecao Yu} and {Joanna Bitton} and {Joe Spisak} and {Jongsoo Park} and {Joseph Rocca} and {J. Johnstun} and {Joshua Saxe} and {Junteng Jia} and {Kalyan Vasuden Alwala} and {Karthik Prasad} and {K. Upasani} and {Kate Plawiak} and {Keqian Li} and {Kenneth Heafield} and {Kevin R. Stone} and {Khalid El-Arini} and {Krithika Iyer} and {Kshitiz Malik} and {Kuen-ley Chiu} and {Kunal Bhalla} and {Kushal Lakhotia} and {Lauren Rantala-Yeary} and {Laurens van der Maaten} and {Lawrence Chen} and {Liang Tan} and {Liz Jenkins} and {Louis Martin} and {Lovish Madaan} and {Lubo Malo} and {Lukas Blecher} and {Lukas Landzaat} and {Luke de Oliveira} and {M. Muzzi} and {Ma-hesh Pasupuleti} and {Mannat Singh} and {Manohar Paluri} and {Marcin Kardas} and {M. Tsimpoukelli} and {Mathew Oldham} and {Mathieu Rita} and {Maya Pavlova} and {Melanie Kam-badur} and {Mike Lewis} and {Mitesh Min Si} and {Kumar Singh} and {Mona Hassan} and {Naman Goyal} and {Narjes Torabi} and {Niko-lay Bashlykov} and {Nikolay Bogoychev} and {Niladri S. Chatterji} and {Ning Zhang} and {Olivier Duchenne} and {Onur Çelebi} and {Patrick Alrassy} and {Petar Pengwei Li} and {Peter Weng} and {Prajjwal Bhargava} and {P. Dubal} and {Punit Praveen Krishnan} and {S. Koura} and {Puxin Xu} and {Qing He} and {Qingxiao Dong} and {Ragavan Srinivasan} and {Raj Ganapathy} and {Ramon Calderer} and {Ricardo Silveira Cabral} and {Robert Stojnic} and {R. Raileanu} and {R. Maheswari} and {Rohit Girdhar} and {Rohit Patel} and {Romain Sauvestre} and {Ron-nie Polidoro} and {Roshan Sumbaly} and {Ross Taylor} and {Ruan Silva} and {Rui Hou} and {Rui Wang} and {S. Hosseini} and {Sa-hana Chennabasappa} and {Sanjay Singh} and {Sean Bell} and {Seo-hyun Sonia Kim} and {Sergey Edunov} and {Shaoliang Nie} and {Sharan Narang} and {S. Raparthy} and {Sheng Shen} and {Shengye Wan} and {Shruti Bhosale} and {Shun Zhang} and {Simon Van-denhende} and {Soumya Batra} and {Spencer Whitman} and {Sten Sootla} and {S. Collot} and {Suchin Gururangan} and {S. Borodinsky} and {Tamar Herman} and {Tara Fowler} and {Tarek Sheasha} and {Thomas Georgiou} and {Thomas Scialom} and {Tobias Speckbacher} and {Todor Mihaylov} and {Tong Xiao} and {Ujjwal Karn} and {Vedanuj Goswami} and {Vibhor Gupta} and {Vignesh Ramanathan} and {Viktor Kerkez} and {Vincent Gonguet} and {Vir-ginie Do} and {Vish Vogeti} and {Vítor Albiero} and {Vladan Petro-vic} and {Weiwei Chu} and {Wenhan Xiong} and {Wenyin Fu}},
      url = {https://arxiv.org/abs/2505.22037},
      year = {2025},
      month = may,
      booktitle = {Conference on Empirical Methods in Natural Language Processing}
    }
    

16. Liaoyaqi Wang, Zhengping Jiang, Anqi Liu, and Benjamin Van Durme. 2025. Always Tell Me The Odds: Fine-grained Conditional Probability Estimation. In arXiv.org. [pdf] [bibtex]

    @inproceedings{278326843,
      title = {Always Tell Me The Odds: Fine-grained Conditional Probability Estimation},
      author = {{Liaoyaqi Wang} and {Zhengping Jiang} and {Anqi Liu} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2505.01595},
      year = {2025},
      month = may,
      booktitle = {arXiv.org}
    }
    

17. Eugene Yang, Andrew Yates, Kathryn Ricci, Orion Weller, Vivek Chari, Benjamin Van Durme, and Dawn J. Lawrie. 2025. Rank-K: Test-Time Reasoning for Listwise Reranking. In arXiv.org. [pdf] [bibtex]

    @inproceedings{278769246,
      title = {Rank-K: Test-Time Reasoning for Listwise Reranking},
      author = {{Eugene Yang} and {Andrew Yates} and {Kathryn Ricci} and {Orion Weller} and {Vivek Chari} and {Benjamin Van Durme} and {Dawn J. Lawrie}},
      url = {https://arxiv.org/abs/2505.14432},
      year = {2025},
      month = may,
      booktitle = {arXiv.org}
    }
    

18. Weiqi Wang, Jiefu Ou, Yangqiu Song, Benjamin Van Durme, and Daniel Khashabi. 2025. Can LLMs Generate Tabular Summaries of Science Papers? Rethinking the Evaluation Protocol. In arXiv.org. [pdf] [bibtex]

    @inproceedings{277781479,
      title = {Can LLMs Generate Tabular Summaries of Science Papers? Rethinking the Evaluation Protocol},
      author = {{Weiqi Wang} and {Jiefu Ou} and {Yangqiu Song} and {Benjamin Van Durme} and {Daniel Khashabi}},
      url = {https://arxiv.org/abs/2504.10284},
      year = {2025},
      month = apr,
      booktitle = {arXiv.org}
    }
    

19. Nishant Subramani, Jason Eisner, Justin Svegliato, Benjamin Van Durme, Yu Su, and Sam Thomson. 2025. MICE for CATs: Model-Internal Confidence Estimation for Calibrating Agents with Tools. In North American Chapter of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{278171607,
      title = {MICE for CATs: Model-Internal Confidence Estimation for Calibrating Agents with Tools},
      author = {{Nishant Subramani} and {Jason Eisner} and {Justin Svegliato} and {Benjamin Van Durme} and {Yu Su} and {Sam Thomson}},
      url = {https://arxiv.org/abs/2504.20168},
      year = {2025},
      month = apr,
      booktitle = {North American Chapter of the Association for Computational Linguistics}
    }
    

20. Jingyu Zhang, Jiacan Yu, Marc Marone, Benjamin Van Durme, and Daniel Khashabi. 2025. Certified Mitigation of Worst-Case LLM Copyright Infringement. In Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

    @inproceedings{277993622,
      title = {Certified Mitigation of Worst-Case LLM Copyright Infringement},
      author = {{Jingyu Zhang} and {Jiacan Yu} and {Marc Marone} and {Benjamin Van Durme} and {Daniel Khashabi}},
      url = {https://arxiv.org/abs/2504.16046},
      year = {2025},
      month = apr,
      booktitle = {Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing}
    }
    

21. Kate Sanders and Benjamin Van Durme. 2025. Bonsai: Interpretable Tree-Adaptive Grounded Reasoning. In arXiv.org. [pdf] [bibtex]

    @inproceedings{277596181,
      title = {Bonsai: Interpretable Tree-Adaptive Grounded Reasoning},
      author = {{Kate Sanders} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2504.03640},
      year = {2025},
      month = apr,
      booktitle = {arXiv.org}
    }
    

22. Alexander Martin, Reno Kriz, William Gantt Walden, Kate Sanders, Hannah Recknor, Eugene Yang, Francis Ferraro, and Benjamin Van Durme. 2025. WikiVideo: Article Generation from Multiple Videos. In arXiv.org. [pdf] [bibtex]

    @inproceedings{277467904,
      title = {WikiVideo: Article Generation from Multiple Videos},
      author = {{Alexander Martin} and {Reno Kriz} and {William Gantt Walden} and {Kate Sanders} and {Hannah Recknor} and {Eugene Yang} and {Francis Ferraro} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2504.00939},
      year = {2025},
      month = apr,
      booktitle = {arXiv.org}
    }
    

23. William Fleshman and Benjamin Van Durme. 2025. SpectR: Dynamically Composing LM Experts with Spectral Routing. In arXiv.org. [pdf] [bibtex]

    @inproceedings{277595802,
      title = {SpectR: Dynamically Composing LM Experts with Spectral Routing},
      author = {{William Fleshman} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2504.03454},
      year = {2025},
      month = apr,
      booktitle = {arXiv.org}
    }
    

24. Vivek Chari, Guanghui Qin, and Benjamin Van Durme. 2025. KV-Distill: Nearly Lossless Learnable Context Compression for LLMs. In arXiv.org. [pdf] [bibtex]

    @inproceedings{276961315,
      title = {KV-Distill: Nearly Lossless Learnable Context Compression for LLMs},
      author = {{Vivek Chari} and {Guanghui Qin} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2503.10337},
      year = {2025},
      month = mar,
      booktitle = {arXiv.org}
    }
    

25. Jiefu Ou, William Gantt Walden, Kate Sanders, Zhengping Jiang, Kaiser Sun, Jeffrey Cheng, William Jurayj, Miriam Wanner, Shaobo Liang, Candice Morgan, Seunghoon Han, Weiqi Wang, Chandler May, Hannah Recknor, Daniel Khashabi, and Benjamin Van Durme. 2025. CLAIMCHECK: How Grounded are LLM Critiques of Scientific Papers? In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

    @inproceedings{277349998,
      title = {CLAIMCHECK: How Grounded are LLM Critiques of Scientific Papers?},
      author = {{Jiefu Ou} and {William Gantt Walden} and {Kate Sanders} and {Zhengping Jiang} and {Kaiser Sun} and {Jeffrey Cheng} and {William Jurayj} and {Miriam Wanner} and {Shaobo Liang} and {Candice Morgan} and {Seunghoon Han} and {Weiqi Wang} and {Chandler May} and {Hannah Recknor} and {Daniel Khashabi} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2503.21717},
      year = {2025},
      month = mar,
      booktitle = {Conference on Empirical Methods in Natural Language Processing}
    }
    

26. Nick McKenna, Xinnuo Xu, Jack Williams, Nick Wilson, Benjamin Van Durme, and Christian Poelitz. 2025. Synthetic Function Demonstrations Improve Generation in Low-Resource Programming Languages. In arXiv.org. [pdf] [bibtex]

    @inproceedings{277271909,
      title = {Synthetic Function Demonstrations Improve Generation in Low-Resource Programming Languages},
      author = {{Nick McKenna} and {Xinnuo Xu} and {Jack Williams} and {Nick Wilson} and {Benjamin Van Durme} and {Christian Poelitz}},
      url = {https://arxiv.org/abs/2503.18760},
      year = {2025},
      month = mar,
      booktitle = {arXiv.org}
    }
    

27. Arun Reddy, Alexander Martin, Eugene Yang, Andrew Yates, Kate Sanders, Kenton Murray, Reno Kriz, Celso M. de Melo, Benjamin Van Durme, and Ramalingam Chellappa. 2025. Video-ColBERT: Contextualized Late Interaction for Text-to-Video Retrieval. In Computer Vision and Pattern Recognition. [pdf] [bibtex]

    @inproceedings{277314066,
      title = {Video-ColBERT: Contextualized Late Interaction for Text-to-Video Retrieval},
      author = {{Arun Reddy} and {Alexander Martin} and {Eugene Yang} and {Andrew Yates} and {Kate Sanders} and {Kenton Murray} and {Reno Kriz} and {Celso M. de Melo} and {Benjamin Van Durme} and {Ramalingam Chellappa}},
      url = {https://arxiv.org/abs/2503.19009},
      year = {2025},
      month = mar,
      booktitle = {Computer Vision and Pattern Recognition}
    }
    

28. Tongfei Chen, Ankita Sharma, Adam Pauls, and Benjamin Van Durme. 2025. Hierarchical corpus encoder: Fusing generative retrieval and dense indices. In arXiv.org. [pdf] [bibtex]

    @inproceedings{276618151,
      title = {Hierarchical corpus encoder: Fusing generative retrieval and dense indices},
      author = {{Tongfei Chen} and {Ankita Sharma} and {Adam Pauls} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2502.18877},
      year = {2025},
      month = feb,
      booktitle = {arXiv.org}
    }
    

29. Orion Weller, Kathryn Ricci, Eugene Yang, Andrew Yates, Dawn J. Lawrie, and Benjamin Van Durme. 2025. Rank1: Test-Time Compute for Reranking in Information Retrieval. In arXiv.org. [pdf] [bibtex]

    @inproceedings{276580242,
      title = {Rank1: Test-Time Compute for Reranking in Information Retrieval},
      author = {{Orion Weller} and {Kathryn Ricci} and {Eugene Yang} and {Andrew Yates} and {Dawn J. Lawrie} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2502.18418},
      year = {2025},
      month = feb,
      booktitle = {arXiv.org}
    }
    

30. William Jurayj, Jeffrey Cheng, and Benjamin Van Durme. 2025. Is That Your Final Answer? Test-Time Scaling Improves Selective Question Answering. In Annual Meeting of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{276450159,
      title = {Is That Your Final Answer? Test-Time Scaling Improves Selective Question Answering},
      author = {{William Jurayj} and {Jeffrey Cheng} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2502.13962},
      year = {2025},
      month = feb,
      booktitle = {Annual Meeting of the Association for Computational Linguistics}
    }
    

31. Zhengping Jiang, Anqi Liu, and Benjamin Van Durme. 2025. Conformal Linguistic Calibration: Trading-off between Factuality and Specificity. In arXiv.org. [pdf] [bibtex]

    @inproceedings{276617875,
      title = {Conformal Linguistic Calibration: Trading-off between Factuality and Specificity},
      author = {{Zhengping Jiang} and {Anqi Liu} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2502.19110},
      year = {2025},
      month = feb,
      booktitle = {arXiv.org}
    }
    

32. Harsh Jhamtani, Jacob Andreas, and Benjamin Van Durme. 2025. LM Agents for Coordinating Multi-User Information Gathering. In arXiv.org. [pdf] [bibtex]

    @inproceedings{276422442,
      title = {LM Agents for Coordinating Multi-User Information Gathering},
      author = {{Harsh Jhamtani} and {Jacob Andreas} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2502.12328},
      year = {2025},
      month = feb,
      booktitle = {arXiv.org}
    }
    

33. Orion Weller, Benjamin Chang, Eugene Yang, M. Yarmohammadi, Sam Barham, Sean MacAvaney, Arman Cohan, Luca Soldaini, Benjamin Van Durme, and Dawn J. Lawrie. 2025. mFollowIR: a Multilingual Benchmark for Instruction Following in Retrieval. In European Conference on Information Retrieval. [pdf] [bibtex]

    @inproceedings{276079492,
      title = {mFollowIR: a Multilingual Benchmark for Instruction Following in Retrieval},
      author = {{Orion Weller} and {Benjamin Chang} and {Eugene Yang} and {M. Yarmohammadi} and {Sam Barham} and {Sean MacAvaney} and {Arman Cohan} and {Luca Soldaini} and {Benjamin Van Durme} and {Dawn J. Lawrie}},
      url = {https://arxiv.org/abs/2501.19264},
      year = {2025},
      month = jan,
      booktitle = {European Conference on Information Retrieval}
    }
    

34. Andrew Blair-Stanek and Benjamin Van Durme. 2025. LLMs Provide Unstable Answers to Legal Questions. In arXiv.org. [pdf] [bibtex]

    @inproceedings{276249373,
      title = {LLMs Provide Unstable Answers to Legal Questions},
      author = {{Andrew Blair-Stanek} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2502.05196},
      year = {2025},
      month = jan,
      booktitle = {arXiv.org}
    }
    

35. Dongwei Jiang, Guoxuan Wang, Yining Lu, Andrew Wang, Jingyu (Jack) Zhang, Chuyu Liu, Benjamin Van Durme, and Daniel Khashabi. 2025. RATIONALYST: Pre-training Process-Supervision for Improving Reasoning. In Annual Meeting of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{273026334,
      title = {RATIONALYST: Pre-training Process-Supervision for Improving Reasoning},
      author = {{Dongwei Jiang} and {Guoxuan Wang} and {Yining Lu} and {Andrew Wang} and {Jingyu (Jack) Zhang} and {Chuyu Liu} and {Benjamin Van Durme} and {Daniel Khashabi}},
      url = {https://www.semanticscholar.org/paper/16e2c1e988b13329e3b7fc2dbbf854f9414721d7},
      year = {2025},
      booktitle = {Annual Meeting of the Association for Computational Linguistics}
    }
    

36. A. Hou, Orion Weller, Guanghui Qin, Eugene Yang, Dawn J. Lawrie, Nils Holzenberger, Andrew Blair-Stanek, and Benjamin Van Durme. 2025. CLERC: A Dataset for U. S. Legal Case Retrieval and Retrieval-Augmented Analysis Generation. In North American Chapter of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{278664835,
      title = {CLERC: A Dataset for U. S. Legal Case Retrieval and Retrieval-Augmented Analysis Generation},
      author = {{A. Hou} and {Orion Weller} and {Guanghui Qin} and {Eugene Yang} and {Dawn J. Lawrie} and {Nils Holzenberger} and {Andrew Blair-Stanek} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/4f1f1e9a5d4b96f3d5aa5651aded4e2cfc4676dc},
      year = {2025},
      booktitle = {North American Chapter of the Association for Computational Linguistics}
    }
    

37. Ishani Mondal, Michelle Yuan, Anandhavelu Natarajan, Aparna Garimella, Francis Ferraro, Andrew Blair-Stanek, Benjamin Van Durme, and J. Boyd-Graber. 2025. ADAPTIVE IE: Investigating the Complementarity of Human-AI Collaboration to Adaptively Extract Information on-the-fly. In International Conference on Computational Linguistics. [pdf] [bibtex]

    @inproceedings{275821142,
      title = {ADAPTIVE IE: Investigating the Complementarity of Human-AI Collaboration to Adaptively Extract Information on-the-fly},
      author = {{Ishani Mondal} and {Michelle Yuan} and {Anandhavelu Natarajan} and {Aparna Garimella} and {Francis Ferraro} and {Andrew Blair-Stanek} and {Benjamin Van Durme} and {J. Boyd-Graber}},
      url = {https://www.semanticscholar.org/paper/f6ea3e85f8bde9a39d6d1d3d74c4b3c602e4f0e9},
      year = {2025},
      booktitle = {International Conference on Computational Linguistics}
    }
    

38. Harsh Jhamtani, Jacob Andreas, and Benjamin Van Durme. 2025. LLM Agents for Coordinating Multi-User Information Gathering. In Annual Meeting of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{280322263,
      title = {LLM Agents for Coordinating Multi-User Information Gathering},
      author = {{Harsh Jhamtani} and {Jacob Andreas} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/f9c99e039d6539a14880c4244e62dc8a1bbb2931},
      year = {2025},
      booktitle = {Annual Meeting of the Association for Computational Linguistics}
    }
    

2024

1. Helia Hashemi, Jason Eisner, Corby Rosset, Benjamin Van Durme, and Chris Kedzie. 2024. LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts. In Annual Meeting of the Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{271923672,
     title = {LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts},
     author = {{Helia Hashemi} and {Jason Eisner} and {Corby Rosset} and {Benjamin Van Durme} and {Chris Kedzie}},
     url = {https://arxiv.org/abs/2501.00274},
     year = {2024},
     month = dec,
     booktitle = {Annual Meeting of the Association for Computational Linguistics}
   }
   

2. Miriam Wanner, Benjamin Van Durme, and Mark Dredze. 2024. DnDScore: Decontextualization and Decomposition for Factuality Verification in Long-Form Text Generation. In arXiv.org. [pdf] [bibtex]

   @inproceedings{274789111,
     title = {DnDScore: Decontextualization and Decomposition for Factuality Verification in Long-Form Text Generation},
     author = {{Miriam Wanner} and {Benjamin Van Durme} and {Mark Dredze}},
     url = {https://arxiv.org/abs/2412.13175},
     year = {2024},
     month = dec,
     booktitle = {arXiv.org}
   }
   

3. Nathaniel Weir, Bhavana Dalvi, Orion Weller, Oyvind Tafjord, Sam Hornstein, Alexander Sabol, Peter Alexander Jansen, Benjamin Van Durme, and Peter Clark. 2024. From Models to Microtheories: Distilling a Model’s Topical Knowledge for Grounded Question Answering. In International Conference on Learning Representations. [pdf] [bibtex]

   @inproceedings{274982823,
     title = {From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question Answering},
     author = {{Nathaniel Weir} and {Bhavana Dalvi} and {Orion Weller} and {Oyvind Tafjord} and {Sam Hornstein} and {Alexander Sabol} and {Peter Alexander Jansen} and {Benjamin Van Durme} and {Peter Clark}},
     url = {https://arxiv.org/abs/2412.17701},
     year = {2024},
     month = dec,
     booktitle = {International Conference on Learning Representations}
   }
   

4. Jeffrey Cheng and Benjamin Van Durme. 2024. Compressed Chain of Thought: Efficient Reasoning Through Dense Representations. In arXiv.org. [pdf] [bibtex]

   @inproceedings{274789675,
     title = {Compressed Chain of Thought: Efficient Reasoning Through Dense Representations},
     author = {{Jeffrey Cheng} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2412.13171},
     year = {2024},
     month = dec,
     booktitle = {arXiv.org}
   }
   

5. Tong Chen, Hao Fang, Patrick Xia, Xiaodong Liu, Benjamin Van Durme, Luke S. Zettlemoyer, Jianfeng Gao, and Hao Cheng. 2024. Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass. In International Conference on Learning Representations. [pdf] [bibtex]

   @inproceedings{273963277,
     title = {Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass},
     author = {{Tong Chen} and {Hao Fang} and {Patrick Xia} and {Xiaodong Liu} and {Benjamin Van Durme} and {Luke S. Zettlemoyer} and {Jianfeng Gao} and {Hao Cheng}},
     url = {https://arxiv.org/abs/2411.05877},
     year = {2024},
     month = nov,
     booktitle = {International Conference on Learning Representations}
   }
   

6. Kate Sanders, Reno Kriz, David Etter, Hannah Recknor, Alexander Martin, Cameron Carpenter, Jingyang Lin, and Benjamin Van Durme. 2024. Grounding Partially-Defined Events in Multimodal Data. In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

   @inproceedings{273186184,
     title = {Grounding Partially-Defined Events in Multimodal Data},
     author = {{Kate Sanders} and {Reno Kriz} and {David Etter} and {Hannah Recknor} and {Alexander Martin} and {Cameron Carpenter} and {Jingyang Lin} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2410.05267},
     year = {2024},
     month = oct,
     booktitle = {Conference on Empirical Methods in Natural Language Processing}
   }
   

7. Millicent Li, Tongfei Chen, Benjamin Van Durme, and Patrick Xia. 2024. Multi-Field Adaptive Retrieval. In International Conference on Learning Representations. [pdf] [bibtex]

   @inproceedings{273653945,
     title = {Multi-Field Adaptive Retrieval},
     author = {{Millicent Li} and {Tongfei Chen} and {Benjamin Van Durme} and {Patrick Xia}},
     url = {https://arxiv.org/abs/2410.20056},
     year = {2024},
     month = oct,
     booktitle = {International Conference on Learning Representations}
   }
   

8. Reno Kriz, Kate Sanders, David Etter, Kenton Murray, Cameron Carpenter, Kelly Van Ochten, Hannah Recknor, Jimena Guallar-Blasco, Alexander Martin, Ronald Colaianni, Nolan King, Eugene Yang, and Benjamin Van Durme. 2024. MultiVENT 2.0: A Massive Multilingual Benchmark for Event-Centric Video Retrieval. In Computer Vision and Pattern Recognition. [pdf] [bibtex]

   @inproceedings{273350779,
     title = {MultiVENT 2.0: A Massive Multilingual Benchmark for Event-Centric Video Retrieval},
     author = {{Reno Kriz} and {Kate Sanders} and {David Etter} and {Kenton Murray} and {Cameron Carpenter} and {Kelly Van Ochten} and {Hannah Recknor} and {Jimena Guallar-Blasco} and {Alexander Martin} and {Ronald Colaianni} and {Nolan King} and {Eugene Yang} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2410.11619},
     year = {2024},
     month = oct,
     booktitle = {Computer Vision and Pattern Recognition}
   }
   

9. Jingyu (Jack) Zhang, Ahmed Elgohary, Ahmed Magooda, Daniel Khashabi, and Benjamin Van Durme. 2024. Controllable Safety Alignment: Inference-Time Adaptation to Diverse Safety Requirements. In International Conference on Learning Representations. [pdf] [bibtex]

   @inproceedings{273323469,
     title = {Controllable Safety Alignment: Inference-Time Adaptation to Diverse Safety Requirements},
     author = {{Jingyu (Jack) Zhang} and {Ahmed Elgohary} and {Ahmed Magooda} and {Daniel Khashabi} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2410.08968},
     year = {2024},
     month = oct,
     booktitle = {International Conference on Learning Representations}
   }
   

10. Dongwei Jiang, Guoxuan Wang, Yining Lu, Andrew Wang, Jingyu Zhang, Chuyu Liu, Benjamin Van Durme, and Daniel Khashabi. 2024. RATIONALYST: Mining Implicit Rationales for Process Supervision of Reasoning. In Preprint. [pdf] [bibtex]

    @inproceedings{279403293,
      title = {RATIONALYST: Mining Implicit Rationales for Process Supervision of Reasoning},
      author = {{Dongwei Jiang} and {Guoxuan Wang} and {Yining Lu} and {Andrew Wang} and {Jingyu Zhang} and {Chuyu Liu} and {Benjamin Van Durme} and {Daniel Khashabi}},
      url = {https://arxiv.org/abs/2410.01044},
      year = {2024},
      month = oct,
      booktitle = {Preprint}
    }
    

11. Orion Weller, Benjamin Van Durme, Dawn J. Lawrie, Ashwin Paranjape, Yuhao Zhang, and Jack Hessel. 2024. Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models. In International Conference on Learning Representations. [pdf] [bibtex]

    @inproceedings{272694661,
      title = {Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models},
      author = {{Orion Weller} and {Benjamin Van Durme} and {Dawn J. Lawrie} and {Ashwin Paranjape} and {Yuhao Zhang} and {Jack Hessel}},
      url = {https://arxiv.org/abs/2409.11136},
      year = {2024},
      month = sep,
      booktitle = {International Conference on Learning Representations}
    }
    

12. A. Hou, William Jurayj, Nils Holzenberger, Andrew Blair-Stanek, and Benjamin Van Durme. 2024. Gaps or Hallucinations? Gazing into Machine-Generated Legal Analysis for Fine-grained Text Evaluations. In arXiv.org. [pdf] [bibtex]

    @inproceedings{272689244,
      title = {Gaps or Hallucinations? Gazing into Machine-Generated Legal Analysis for Fine-grained Text Evaluations},
      author = {{A. Hou} and {William Jurayj} and {Nils Holzenberger} and {Andrew Blair-Stanek} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2409.09947},
      year = {2024},
      month = sep,
      booktitle = {arXiv.org}
    }
    

13. Xu Han, Felix Yu, João Sedoc, and Benjamin Van Durme. 2024. Baby Bear: Seeking a Just Right Rating Scale for Scalar Annotations. In arXiv.org. [pdf] [bibtex]

    @inproceedings{271902995,
      title = {Baby Bear: Seeking a Just Right Rating Scale for Scalar Annotations},
      author = {{Xu Han} and {Felix Yu} and {João Sedoc} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2408.09765},
      year = {2024},
      month = aug,
      booktitle = {arXiv.org}
    }
    

14. Jiefu Ou, Arda Uzunouglu, Benjamin Van Durme, and Daniel Khashabi. 2024. WorldAPIs: The World Is Worth How Many APIs? A Thought Experiment. In AAAI Conference on Artificial Intelligence. [pdf] [bibtex]

    @inproceedings{271088562,
      title = {WorldAPIs: The World Is Worth How Many APIs? A Thought Experiment},
      author = {{Jiefu Ou} and {Arda Uzunouglu} and {Benjamin Van Durme} and {Daniel Khashabi}},
      url = {https://arxiv.org/abs/2407.07778},
      year = {2024},
      month = jul,
      booktitle = {AAAI Conference on Artificial Intelligence}
    }
    

15. Zhengping Jiang, Jingyu (Jack) Zhang, Nathaniel Weir, Seth Ebner, Miriam Wanner, Kate Sanders, Daniel Khashabi, Anqi Liu, and Benjamin Van Durme. 2024. Core: Robust Factual Precision with Informative Sub-Claim Identification. In Annual Meeting of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{271039322,
      title = {Core: Robust Factual Precision with Informative Sub-Claim Identification},
      author = {{Zhengping Jiang} and {Jingyu (Jack) Zhang} and {Nathaniel Weir} and {Seth Ebner} and {Miriam Wanner} and {Kate Sanders} and {Daniel Khashabi} and {Anqi Liu} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2407.03572},
      year = {2024},
      month = jul,
      booktitle = {Annual Meeting of the Association for Computational Linguistics}
    }
    

16. Kate Sanders and Benjamin Van Durme. 2024. A Survey of Video Datasets for Grounded Event Understanding. In 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). [pdf] [bibtex]

    @inproceedings{270521513,
      title = {A Survey of Video Datasets for Grounded Event Understanding},
      author = {{Kate Sanders} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2406.09646},
      year = {2024},
      month = jun,
      booktitle = {2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)}
    }
    

17. William Fleshman and Benjamin Van Durme. 2024. RE-AdaptIR: Improving Information Retrieval through Reverse Engineered Adaptation. In Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. [pdf] [bibtex]

    @inproceedings{270688549,
      title = {RE-AdaptIR: Improving Information Retrieval through Reverse Engineered Adaptation},
      author = {{William Fleshman} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2406.14764},
      year = {2024},
      month = jun,
      booktitle = {Annual International ACM SIGIR Conference on Research and Development in Information Retrieval}
    }
    

18. A. Hou, Orion Weller, Guanghui Qin, Eugene Yang, Dawn J. Lawrie, Nils Holzenberger, Andrew Blair-Stanek, and Benjamin Van Durme. 2024. CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis Generation. In arXiv.org. [pdf] [bibtex]

    @inproceedings{270710883,
      title = {CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis Generation},
      author = {{A. Hou} and {Orion Weller} and {Guanghui Qin} and {Eugene Yang} and {Dawn J. Lawrie} and {Nils Holzenberger} and {Andrew Blair-Stanek} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2406.17186},
      year = {2024},
      month = jun,
      booktitle = {arXiv.org}
    }
    

19. Yunmo Chen, Tongfei Chen, Harsh Jhamtani, Patrick Xia, Richard Shin, Jason Eisner, and Benjamin Van Durme. 2024. Learning to Retrieve Iteratively for In-Context Learning. In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

    @inproceedings{270688244,
      title = {Learning to Retrieve Iteratively for In-Context Learning},
      author = {{Yunmo Chen} and {Tongfei Chen} and {Harsh Jhamtani} and {Patrick Xia} and {Richard Shin} and {Jason Eisner} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2406.14739},
      year = {2024},
      month = jun,
      booktitle = {Conference on Empirical Methods in Natural Language Processing}
    }
    

20. William Fleshman and Benjamin Van Durme. 2024. RE-Adapt: Reverse Engineered Adaptation of Large Language Models. In arXiv.org. [pdf] [bibtex]

    @inproceedings{270045808,
      title = {RE-Adapt: Reverse Engineered Adaptation of Large Language Models},
      author = {{William Fleshman} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2405.15007},
      year = {2024},
      month = may,
      booktitle = {arXiv.org}
    }
    

21. Jingyu (Jack) 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 North American Chapter of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{268987627,
      title = {Verifiable by Design: Aligning Language Models to Quote from Pre-Training Data},
      author = {{Jingyu (Jack) Zhang} and {Marc Marone} and {Tianjian Li} and {Benjamin Van Durme} and {Daniel Khashabi}},
      url = {https://arxiv.org/abs/2404.03862},
      year = {2024},
      month = apr,
      booktitle = {North American Chapter of the Association for Computational Linguistics}
    }
    

22. William Fleshman, Aleem Khan, Marc Marone, and Benjamin Van Durme. 2024. AdapterSwap: Continuous Training of LLMs with Data Removal and Access-Control Guarantees. In CAMLIS. [pdf] [bibtex]

    @inproceedings{269137664,
      title = {AdapterSwap: Continuous Training of LLMs with Data Removal and Access-Control Guarantees},
      author = {{William Fleshman} and {Aleem Khan} and {Marc Marone} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2404.08417},
      year = {2024},
      month = apr,
      booktitle = {CAMLIS}
    }
    

23. Dongwei Jiang, Jingyu Zhang, Orion Weller, Nathaniel Weir, Benjamin Van Durme, and Daniel Khashabi. 2024. SELF-[IN]CORRECT: LLMs Struggle with Discriminating Self-Generated Responses. In AAAI Conference on Artificial Intelligence. [pdf] [bibtex]

    @inproceedings{272398322,
      title = {SELF-[IN]CORRECT: LLMs Struggle with Discriminating Self-Generated Responses},
      author = {{Dongwei Jiang} and {Jingyu Zhang} and {Orion Weller} and {Nathaniel Weir} and {Benjamin Van Durme} and {Daniel Khashabi}},
      url = {https://arxiv.org/abs/2404.04298},
      year = {2024},
      month = apr,
      booktitle = {AAAI Conference on Artificial Intelligence}
    }
    

24. 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 Annual Meeting of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{268264353,
      title = {LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error},
      author = {{Boshi Wang} and {Hao Fang} and {Jason Eisner} and {Benjamin Van Durme} and {Yu Su}},
      url = {https://arxiv.org/abs/2403.04746},
      year = {2024},
      month = mar,
      booktitle = {Annual Meeting of the Association for Computational Linguistics}
    }
    

25. Kevin Xu, Yeganeh Kordi, Kate Sanders, Yizhong Wang, Adam Byerly, Jingyu (Jack) Zhang, Benjamin Van Durme, and Daniel Khashabi. 2024. Tur[k]ingBench: A Challenge Benchmark for Web Agents. In North American Chapter of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{268531391,
      title = {Tur[k]ingBench: A Challenge Benchmark for Web Agents},
      author = {{Kevin Xu} and {Yeganeh Kordi} and {Kate Sanders} and {Yizhong Wang} and {Adam Byerly} and {Jingyu (Jack) Zhang} and {Benjamin Van Durme} and {Daniel Khashabi}},
      url = {https://arxiv.org/abs/2403.11905},
      year = {2024},
      month = mar,
      booktitle = {North American Chapter of the Association for Computational Linguistics}
    }
    

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

    @inproceedings{268531479,
      title = {Dated Data: Tracing Knowledge Cutoffs in Large Language Models},
      author = {{Jeffrey Cheng} and {Marc Marone} and {Orion Weller} and {Dawn J. Lawrie} and {Daniel Khashabi} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2403.12958},
      year = {2024},
      month = mar,
      booktitle = {arXiv.org}
    }
    

27. Orion Weller, Benjamin Chang, Sean MacAvaney, Kyle Lo, Arman Cohan, Benjamin Van Durme, Dawn J. Lawrie, and Luca Soldaini. 2024. FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions. In North American Chapter of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{268667440,
      title = {FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions},
      author = {{Orion Weller} and {Benjamin Chang} and {Sean MacAvaney} and {Kyle Lo} and {Arman Cohan} and {Benjamin Van Durme} and {Dawn J. Lawrie} and {Luca Soldaini}},
      url = {https://arxiv.org/abs/2403.15246},
      year = {2024},
      month = mar,
      booktitle = {North American Chapter of the Association for Computational Linguistics}
    }
    

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

    @inproceedings{268531293,
      title = {A Closer Look at Claim Decomposition},
      author = {{Miriam Wanner} and {Seth Ebner} and {Zhengping Jiang} and {Mark Dredze} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2403.11903},
      year = {2024},
      month = mar,
      booktitle = {STARSEM}
    }
    

29. Kate Sanders, Nathaniel Weir, and Benjamin Van Durme. 2024. TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning. In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

    @inproceedings{268091324,
      title = {TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning},
      author = {{Kate Sanders} and {Nathaniel Weir} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2402.19467},
      year = {2024},
      month = feb,
      booktitle = {Conference on Empirical Methods in Natural Language Processing}
    }
    

30. Zhengping Jiang, Yining Lu, Hanjie Chen, Daniel Khashabi, Benjamin Van Durme, and Anqi Liu. 2024. RORA: Robust Free-Text Rationale Evaluation. In Annual Meeting of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{268063486,
      title = {RORA: Robust Free-Text Rationale Evaluation},
      author = {{Zhengping Jiang} and {Yining Lu} and {Hanjie Chen} and {Daniel Khashabi} and {Benjamin Van Durme} and {Anqi Liu}},
      url = {https://arxiv.org/abs/2402.18678},
      year = {2024},
      month = feb,
      booktitle = {Annual Meeting of the Association for Computational Linguistics}
    }
    

31. 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 Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

    @inproceedings{267782534,
      title = {Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic},
      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}},
      url = {https://arxiv.org/abs/2402.14798},
      year = {2024},
      month = feb,
      booktitle = {Conference on Empirical Methods in Natural Language Processing}
    }
    

32. 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 International Workshop on Spoken Language Translation. [pdf] [bibtex]

    @inproceedings{267406764,
      title = {Streaming Sequence Transduction through Dynamic Compression},
      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}},
      url = {https://arxiv.org/abs/2402.01172},
      year = {2024},
      month = feb,
      booktitle = {International Workshop on Spoken Language Translation}
    }
    

33. William Gantt Walden, 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,
      title = {MultiMUC: Multilingual Template Filling on MUC-4},
      author = {{William Gantt Walden} and {Shabnam Behzad} and {Hannah YoungEun An} and {Yunmo Chen} and {Aaron Steven White} and {Benjamin Van Durme} and {M. Yarmohammadi}},
      url = {https://arxiv.org/abs/2401.16209},
      year = {2024},
      month = jan,
      booktitle = {Conference of the European Chapter of the Association for Computational Linguistics}
    }
    

34. 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,
      title = {Reframing Tax Law Entailment as Analogical Reasoning},
      author = {{Xinrui Zou} and {Ming Zhang} and {Nathaniel Weir} and {Benjamin Van Durme} and {Nils Holzenberger}},
      url = {https://arxiv.org/abs/2401.06715},
      year = {2024},
      month = jan,
      booktitle = {arXiv.org}
    }
    

35. 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 International Conference on Machine Learning. [pdf] [bibtex]

    @inproceedings{267028540,
      title = {Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation},
      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}},
      url = {https://arxiv.org/abs/2401.08417},
      year = {2024},
      month = jan,
      booktitle = {International Conference on Machine Learning}
    }
    

36. A. Hou, Jingyu (Jack) Zhang, Tianxing He, Yichen Wang, Yung-Sung Chuang, Hongwei Wang, Lingfeng Shen, Benjamin Van Durme, Daniel Khashabi, and Yulia Tsvetkov. 2024. SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation. In North American Chapter of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{263831179,
      title = {SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation},
      author = {{A. Hou} and {Jingyu (Jack) 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}},
      url = {https://www.semanticscholar.org/paper/289533e16e509d0ba8f499a371b4e470f3e492de},
      year = {2024},
      booktitle = {North American Chapter of the Association for Computational Linguistics}
    }
    

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

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

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 Annual Meeting of the Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{266573169,
     title = {Do Androids Know They're Only Dreaming of Electric Sheep?},
     author = {{Sky CH-Wang} and {Benjamin Van Durme} and {Jason Eisner} and {Chris Kedzie}},
     url = {https://arxiv.org/abs/2312.17249},
     year = {2023},
     month = dec,
     booktitle = {Annual Meeting of the Association for Computational Linguistics}
   }
   

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

   @inproceedings{265213263,
     title = {Toucan: Token-Aware Character Level Language Modeling},
     author = {{William Fleshman} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2311.08620},
     year = {2023},
     month = nov,
     booktitle = {arXiv.org}
   }
   

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

   @inproceedings{265220677,
     title = {BLT: Can Large Language Models Handle Basic Legal Text?},
     author = {{Andrew Blair-Stanek} and {Nils Holzenberger} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2311.09693},
     year = {2023},
     month = nov,
     booktitle = {NLLP}
   }
   

4. Siddharth Vashishtha, Alexander Martin, William Gantt Walden, Benjamin Van Durme, and Aaron Steven White. 2023. FAMuS: Frames Across Multiple Sources. In North American Chapter of the Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{265067360,
     title = {FAMuS: Frames Across Multiple Sources},
     author = {{Siddharth Vashishtha} and {Alexander Martin} and {William Gantt Walden} and {Benjamin Van Durme} and {Aaron Steven White}},
     url = {https://arxiv.org/abs/2311.05601},
     year = {2023},
     month = nov,
     booktitle = {North American Chapter of the Association for Computational Linguistics}
   }
   

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 NAACL-HLT. [pdf] [bibtex]

   @inproceedings{265033117,
     title = {Narrowing the Gap between Zero- and Few-shot Machine Translation by Matching Styles},
     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}},
     url = {https://arxiv.org/abs/2311.02310},
     year = {2023},
     month = nov,
     booktitle = {NAACL-HLT}
   }
   

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 NAACL-HLT. [pdf] [bibtex]

   @inproceedings{265220995,
     title = {Interpreting User Requests in the Context of Natural Language Standing Instructions},
     author = {{Nikita Moghe} and {Patrick Xia} and {Jacob Andreas} and {J. Eisner} and {Benjamin Van Durme} and {Harsh Jhamtani}},
     url = {https://arxiv.org/abs/2311.09796},
     year = {2023},
     month = nov,
     booktitle = {NAACL-HLT}
   }
   

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

   @inproceedings{260957214,
     title = {Nugget: Neural Agglomerative Embeddings of Text},
     author = {{Guanghui Qin} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2310.01732},
     year = {2023},
     month = oct,
     booktitle = {International Conference on Machine Learning}
   }
   

8. 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,
     title = {InstructExcel: A Benchmark for Natural Language Instruction in Excel},
     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}},
     url = {https://arxiv.org/abs/2310.14495},
     year = {2023},
     month = oct,
     booktitle = {Conference on Empirical Methods in Natural Language Processing}
   }
   

9. Guanghui Qin, Corby Rosset, Ethan C. Chau, Nikhil Rao, and Benjamin Van Durme. 2023. Dodo: Dynamic Contextual Compression for Decoder-only LMs. In Annual Meeting of the Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{263620438,
     title = {Dodo: Dynamic Contextual Compression for Decoder-only LMs},
     author = {{Guanghui Qin} and {Corby Rosset} and {Ethan C. Chau} and {Nikhil Rao} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2310.02409},
     year = {2023},
     month = oct,
     booktitle = {Annual Meeting of the Association for Computational Linguistics}
   }
   

10. Yunmo Chen, William Gantt Walden, 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,
      title = {A Unified View of Evaluation Metrics for Structured Prediction},
      author = {{Yunmo Chen} and {William Gantt Walden} and {Tongfei Chen} and {Aaron Steven White} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2310.13793},
      year = {2023},
      month = oct,
      booktitle = {Conference on Empirical Methods in Natural Language Processing}
    }
    

11. 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,
      title = {SCREWS: A Modular Framework for Reasoning with Revisions},
      author = {{K. Shridhar} and {Harsh Jhamtani} and {Hao Fang} and {Benjamin Van Durme} and {Jason Eisner} and {Patrick Xia}},
      url = {https://arxiv.org/abs/2309.13075},
      year = {2023},
      month = sep,
      booktitle = {arXiv.org}
    }
    

12. 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,
      title = {OpenAI Cribbed Our Tax Example, But Can GPT-4 Really Do Tax?},
      author = {{Andrew Blair-Stanek} and {Nils Holzenberger} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2309.09992},
      year = {2023},
      month = sep,
      booktitle = {arXiv.org}
    }
    

13. 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,
      title = {When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets},
      author = {{Orion Weller} and {Kyle Lo} and {David Wadden} and {Dawn J Lawrie} and {Benjamin Van Durme} and {Arman Cohan} and {Luca Soldaini}},
      url = {https://arxiv.org/abs/2309.08541},
      year = {2023},
      month = sep,
      booktitle = {Findings}
    }
    

14. 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,
      title = {MegaWika: Millions of reports and their sources across 50 diverse languages},
      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}},
      url = {https://arxiv.org/abs/2307.07049},
      year = {2023},
      month = jul,
      booktitle = {arXiv.org}
    }
    

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

    @inproceedings{259361037,
      title = {MultiVENT: Multilingual Videos of Events with Aligned Natural Text},
      author = {{Kate Sanders} and {David Etter} and {Reno Kriz} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2307.03153},
      year = {2023},
      month = jul,
      booktitle = {Neural Information Processing Systems}
    }
    

16. Elias Stengel-Eskin, Kyle Rawlins, and Benjamin Van Durme. 2023. Zero and Few-shot Semantic Parsing with Ambiguous Inputs. In International Conference on Learning Representations. [pdf] [bibtex]

    @inproceedings{258999294,
      title = {Zero and Few-shot Semantic Parsing with Ambiguous Inputs},
      author = {{Elias Stengel-Eskin} and {Kyle Rawlins} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2306.00824},
      year = {2023},
      month = jun,
      booktitle = {International Conference on Learning Representations}
    }
    

17. 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,
      title = {Evaluating Paraphrastic Robustness in Textual Entailment Models},
      author = {{Dhruv Verma} and {Yash Kumar Lal} and {Shreyashee Sinha} and {Benjamin Van Durme} and {Adam Poliak}},
      url = {https://arxiv.org/abs/2306.16722},
      year = {2023},
      month = jun,
      booktitle = {Annual Meeting of the Association for Computational Linguistics}
    }
    

18. 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,
      title = {InteractiveIE: Towards Assessing the Strength of Human-AI Collaboration in Improving the Performance of Information Extraction},
      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}},
      url = {https://arxiv.org/abs/2305.14659},
      year = {2023},
      month = may,
      booktitle = {arXiv.org}
    }
    

19. 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,
      title = {NevIR: Negation in Neural Information Retrieval},
      author = {{Orion Weller} and {Dawn J Lawrie} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2305.07614},
      year = {2023},
      month = may,
      booktitle = {Conference of the European Chapter of the Association for Computational Linguistics}
    }
    

20. 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,
      title = {“According to . . . ”: Prompting Language Models Improves Quoting from Pre-Training Data},
      author = {{Orion Weller} and {Marc Marone} and {Nathaniel Weir} and {Dawn J Lawrie} and {Daniel Khashabi} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2305.13252},
      year = {2023},
      month = may,
      booktitle = {Conference of the European Chapter of the Association for Computational Linguistics}
    }
    

21. Harsh Jhamtani, Hao Fang, Patrick Xia, Eran Levy, Jacob Andreas, and Benjamin Van Durme. 2023. Natural Language Decomposition and Interpretation of Complex Utterances. In International Joint Conference on Artificial Intelligence. [pdf] [bibtex]

    @inproceedings{258686491,
      title = {Natural Language Decomposition and Interpretation of Complex Utterances},
      author = {{Harsh Jhamtani} and {Hao Fang} and {Patrick Xia} and {Eran Levy} and {Jacob Andreas} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2305.08677},
      year = {2023},
      month = may,
      booktitle = {International Joint Conference on Artificial Intelligence}
    }
    

22. 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,
      title = {Condensing Multilingual Knowledge with Lightweight Language-Specific Modules},
      author = {{Haoran Xu} and {Weiting Tan} and {Shuyue Stella Li} and {Yunmo Chen} and {Benjamin Van Durme} and {Philipp Koehn} and {Kenton Murray}},
      url = {https://arxiv.org/abs/2305.13993},
      year = {2023},
      month = may,
      booktitle = {Conference on Empirical Methods in Natural Language Processing}
    }
    

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

    @inproceedings{257378087,
      title = {Data Portraits: Recording Foundation Model Training Data},
      author = {{Marc Marone} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2303.03919},
      year = {2023},
      month = mar,
      booktitle = {Neural Information Processing Systems}
    }
    

24. 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,
      title = {Did You Mean...? Confidence-based Trade-offs in Semantic Parsing},
      author = {{Elias Stengel-Eskin} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2303.16857},
      year = {2023},
      month = mar,
      booktitle = {Conference on Empirical Methods in Natural Language Processing}
    }
    

25. 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,
      title = {Can GPT-3 Perform Statutory Reasoning?},
      author = {{Andrew Blair-Stanek} and {Nils Holzenberger} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2302.06100},
      year = {2023},
      month = feb,
      booktitle = {International Conference on Artificial Intelligence and Law}
    }
    

26. 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,
      title = {The Effect of Alignment Correction on Cross-Lingual Annotation Projection},
      author = {{Shabnam Behzad} and {Seth Ebner} and {Marc Marone} and {Benjamin Van Durme} and {M. Yarmohammadi}},
      url = {https://www.semanticscholar.org/paper/aa1e031bf55623ede8087e5643d067f652c7c94f},
      year = {2023},
      booktitle = {Law}
    }
    

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,
     title = {Localization vs. Semantics: Visual Representations in Unimodal and Multimodal Models},
     author = {{Zhuowan Li} and {Cihang Xie} and {Benjamin Van Durme} and {Alan Yuille}},
     url = {https://arxiv.org/abs/2212.00281},
     year = {2022},
     month = dec,
     booktitle = {Conference of the European Chapter of the Association for Computational Linguistics}
   }
   

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,
     title = {Defending Against Disinformation Attacks in Open-Domain Question Answering},
     author = {{Orion Weller} and {Aleem Khan} and {Nathaniel Weir} and {Dawn J Lawrie} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2212.10002},
     year = {2022},
     month = dec,
     booktitle = {Conference of the European Chapter of the Association for Computational Linguistics}
   }
   

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,
     title = {When Do Decompositions Help for Machine Reading?},
     author = {{Kangda Wei} and {Dawn J Lawrie} and {Benjamin Van Durme} and {Yunmo Chen} and {Orion Weller}},
     url = {https://arxiv.org/abs/2212.10019},
     year = {2022},
     month = dec,
     booktitle = {Conference on Empirical Methods in Natural Language Processing}
   }
   

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,
     title = {Ontologically Faithful Generation of Non-Player Character Dialogues},
     author = {{Nathaniel Weir} and {Ryan Thomas} and {Randolph D'Amore} and {Kellie Hill} and {Benjamin Van Durme} and {Harsh Jhamtani}},
     url = {https://arxiv.org/abs/2212.10618},
     year = {2022},
     month = dec,
     booktitle = {arXiv.org}
   }
   

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,
     title = {Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning},
     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}},
     url = {https://arxiv.org/abs/2212.00259},
     year = {2022},
     month = dec,
     booktitle = {Computer Vision and Pattern Recognition}
   }
   

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,
     title = {Why Did the Chicken Cross the Road? Rephrasing and Analyzing Ambiguous Questions in VQA},
     author = {{Elias Stengel-Eskin} and {Jimena Guallar-Blasco} and {Yi Zhou} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2211.07516},
     year = {2022},
     month = nov,
     booktitle = {Annual Meeting of the Association for Computational Linguistics}
   }
   

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,
     title = {Calibrated Interpretation: Confidence Estimation in Semantic Parsing},
     author = {{Elias Stengel-Eskin} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2211.07443},
     year = {2022},
     month = nov,
     booktitle = {Transactions of the Association for Computational Linguistics}
   }
   

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,
     title = {Ambiguous Images With Human Judgments for Robust Visual Event Classification},
     author = {{Kate Sanders} and {Reno Kriz} and {Anqi Liu} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2210.03102},
     year = {2022},
     month = oct,
     booktitle = {Neural Information Processing Systems}
   }
   

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,
     title = {Automatic Document Selection for Efficient Encoder Pretraining},
     author = {{Yukun Feng} and {Patrick Xia} and {Benjamin Van Durme} and {João Sedoc}},
     url = {https://arxiv.org/abs/2210.10951},
     year = {2022},
     month = oct,
     booktitle = {Conference on Empirical Methods in Natural Language Processing}
   }
   

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,
      title = {Iterative Document-level Information Extraction via Imitation Learning},
      author = {{Yunmo Chen} and {William Gantt} and {Weiwei Gu} and {Tongfei Chen} and {Aaron Steven White} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2210.06600},
      year = {2022},
      month = oct,
      booktitle = {Conference of the European Chapter of the Association for Computational Linguistics}
    }
    

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,
      title = {An Empirical Study on Finding Spans},
      author = {{Weiwei Gu} and {Boyuan Zheng} and {Yunmo Chen} and {Tongfei Chen} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2210.06824},
      year = {2022},
      month = oct,
      booktitle = {Conference on Empirical Methods in Natural Language Processing}
    }
    

12. 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,
      title = {NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning},
      author = {{Nathaniel Weir} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2209.07662},
      year = {2022},
      month = sep,
      booktitle = {Preprint}
    }
    

13. 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,
      title = {Multilingual Coreference Resolution in Multiparty Dialogue},
      author = {{Boyuan Zheng} and {Patrick Xia} and {M. Yarmohammadi} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2208.01307},
      year = {2022},
      month = aug,
      booktitle = {Transactions of the Association for Computational Linguistics}
    }
    

14. Shijie Wu, Benjamin Van Durme, and Mark Dredze. 2022. Zero-shot Cross-lingual Transfer is Under-specified Optimization. In Workshop on Representation Learning for NLP. [pdf] [bibtex]

    @inproceedings{248779901,
      title = {Zero-shot Cross-lingual Transfer is Under-specified Optimization},
      author = {{Shijie Wu} and {Benjamin Van Durme} and {Mark Dredze}},
      url = {https://arxiv.org/abs/2207.05666},
      year = {2022},
      month = jul,
      booktitle = {Workshop on Representation Learning for NLP}
    }
    

15. Orion Weller, Marc Marone, V. Braverman, Dawn J Lawrie, and Benjamin Van Durme. 2022. Pretrained Models for Multilingual Federated Learning. In North American Chapter of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{249394542,
      title = {Pretrained Models for Multilingual Federated Learning},
      author = {{Orion Weller} and {Marc Marone} and {V. Braverman} and {Dawn J Lawrie} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2206.02291},
      year = {2022},
      month = jun,
      booktitle = {North American Chapter of the Association for Computational Linguistics}
    }
    

16. 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,
      title = {BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing},
      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}},
      url = {https://arxiv.org/abs/2206.10668},
      year = {2022},
      month = jun,
      booktitle = {Neural Information Processing Systems}
    }
    

17. 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,
      title = {Asking the Right Questions in Low Resource Template Extraction},
      author = {{Nils Holzenberger} and {Yunmo Chen} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2205.12643},
      year = {2022},
      month = may,
      booktitle = {arXiv.org}
    }
    

18. 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,
      title = {When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems},
      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}},
      url = {https://arxiv.org/abs/2205.12228},
      year = {2022},
      month = may,
      booktitle = {Conference on Empirical Methods in Natural Language Processing}
    }
    

19. Kevin Yang, O. 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. [pdf] [bibtex]

    @inproceedings{248779994,
      title = {Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation},
      author = {{Kevin Yang} and {O. Deng} and {Charles Chen} and {Richard Shin} and {Subhro Roy} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2205.08675},
      year = {2022},
      month = may,
      booktitle = {Findings}
    }
    

20. Chenyu Zhang, Benjamin Van Durme, Zhuowan Li, and Elias Stengel-Eskin. 2022. Visual Commonsense in Pretrained Unimodal and Multimodal Models. In North American Chapter of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{248512651,
      title = {Visual Commonsense in Pretrained Unimodal and Multimodal Models},
      author = {{Chenyu Zhang} and {Benjamin Van Durme} and {Zhuowan Li} and {Elias Stengel-Eskin}},
      url = {https://arxiv.org/abs/2205.01850},
      year = {2022},
      month = may,
      booktitle = {North American Chapter of the Association for Computational Linguistics}
    }
    

21. 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,
      title = {The Curious Case of Control},
      author = {{Elias Stengel-Eskin} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2205.12113},
      year = {2022},
      month = may,
      booktitle = {Conference on Empirical Methods in Natural Language Processing}
    }
    

22. 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,
      title = {One-Shot Learning from a Demonstration with Hierarchical Latent Language},
      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}},
      url = {https://arxiv.org/abs/2203.04806},
      year = {2022},
      month = mar,
      booktitle = {Adaptive Agents and Multi-Agent Systems}
    }
    

23. 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,
      title = {The NLP Task Effectiveness of Long-Range Transformers},
      author = {{Guanghui Qin} and {Yukun Feng} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2202.07856},
      year = {2022},
      month = feb,
      booktitle = {Conference of the European Chapter of the Association for Computational Linguistics}
    }
    

24. 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,
      title = {BenchCLAMP: A Benchmark for Evaluating Language Models on Semantic Parsing},
      author = {{Subhro Roy} and {Sam Thomson} and {Tongfei Chen} and {Richard Shin} and {Adam Pauls} and {J. Eisner} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/132751a80632e80a90d7c3d3cd8a361f48fdb9b4},
      year = {2022},
      booktitle = {arXiv.org}
    }
    

25. Anton Belyy, Huang Chieh-Yang, Jacob Andreas, Emmanouil Antonios Platanios, Sam Thomson, Richard Shin, Subhro Roy, Aleksandr Nisnevich, Charles C. Chen, and Benjamin Van Durme. 2022. Guided K-best Selection for Semantic Parsing Annotation. In Annual Meeting of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{248780424,
      title = {Guided K-best Selection for Semantic Parsing Annotation},
      author = {{Anton Belyy} and {Huang Chieh-Yang} and {Jacob Andreas} and {Emmanouil Antonios Platanios} and {Sam Thomson} and {Richard Shin} and {Subhro Roy} and {Aleksandr Nisnevich} and {Charles C. Chen} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/604c321740fbe2da6b0fe2d59090ccbf0d2f7c2a},
      year = {2022},
      booktitle = {Annual Meeting of the Association for Computational Linguistics}
    }
    

26. Andrew Blair-Stanek and Benjamin Van Durme. 2022. Improved Induction of Narrative Chains via Cross-Document Relations. In STARSEM. [pdf] [bibtex]

    @inproceedings{250390635,
      title = {Improved Induction of Narrative Chains via Cross-Document Relations},
      author = {{Andrew Blair-Stanek} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/7743a742716457641199d81d66d178ed6822cc05},
      year = {2022},
      booktitle = {STARSEM}
    }
    

27. 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,
      title = {Defending Against Poisoning Attacks in Open-Domain Question Answering},
      author = {{Orion Weller} and {Aleem Khan} and {Nathaniel Weir} and {Dawn J Lawrie} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/7e44002c4f78458987a90dc7a0408d60dd5cdb7c},
      year = {2022},
      booktitle = {arXiv.org}
    }
    

28. 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,
      title = {Calibrating Zero-shot Cross-lingual (Un-)structured Predictions},
      author = {{Zhengping Jiang} and {Anqi Liu} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/850bba74f19a9856982f8d525bfab9c49658f298},
      year = {2022},
      booktitle = {Conference on Empirical Methods in Natural Language Processing}
    }
    

29. Patrick Xia and Benjamin Van Durme. 2022. Online Neural Coreference Resolution with Rollback. In CRAC. [pdf] [bibtex]

    @inproceedings{252819467,
      title = {Online Neural Coreference Resolution with Rollback},
      author = {{Patrick Xia} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/920479fbe100ec252cf7c7bb792a69f1c112b0ab},
      year = {2022},
      booktitle = {CRAC}
    }
    

30. 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,
      title = {Localization vs. Semantics: How Can Language Benefit Visual Representation Learning?},
      author = {{Zhuowan Li} and {Cihang Xie} and {Benjamin Van Durme} and {Alan Yuille Johns Hopkins University} and {U. California} and {Santa Cruz}},
      url = {https://www.semanticscholar.org/paper/970a8ed9de244b080aa69dbf5996a37057909ca6},
      year = {2022},
      booktitle = {arXiv.org}
    }
    

31. Ryan Volum, Sudha Rao, Michael Xu, Gabriel DesGarennes, Chris Brockett, Benjamin Van Durme, O. 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 WORDPLAY. [pdf] [bibtex]

    @inproceedings{250391058,
      title = {Craft an Iron Sword: Dynamically Generating Interactive Game Characters by Prompting Large Language Models Tuned on Code},
      author = {{Ryan Volum} and {Sudha Rao} and {Michael Xu} and {Gabriel DesGarennes} and {Chris Brockett} and {Benjamin Van Durme} and {O. Deng} and {Akanksha Malhotra} and {Bill Dolan}},
      url = {https://www.semanticscholar.org/paper/b562be15b076b494023b8ac24fc8c459f4fdf80a},
      year = {2022},
      booktitle = {WORDPLAY}
    }
    

32. 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,
      title = {Dynamic Generation of Interpretable Inference Rules in a Neuro-Symbolic Expert System},
      author = {{Nathaniel Weir} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/fa46f4ddd5c6e793a47c61db9c1ecde7ea1c82bc},
      year = {2022},
      booktitle = {arXiv.org}
    }
    

2021

1. Richard Shin and Benjamin Van Durme. 2021. Few-Shot Semantic Parsing with Language Models Trained on Code. In North American Chapter of the Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{245218525,
     title = {Few-Shot Semantic Parsing with Language Models Trained on Code},
     author = {{Richard Shin} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2112.08696},
     year = {2021},
     month = dec,
     booktitle = {North American Chapter of the Association for Computational Linguistics}
   }
   

2. 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,
     title = {Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images},
     author = {{Zhuowan Li} and {Elias Stengel-Eskin} and {Yixiao Zhang} and {Cihang Xie} and {Q. Tran} and {Benjamin Van Durme} and {A. Yuille}},
     url = {https://arxiv.org/abs/2110.00519},
     year = {2021},
     month = oct,
     booktitle = {IEEE International Conference on Computer Vision}
   }
   

3. Haoran Xu, Benjamin Van Durme, and Kenton Murray. 2021. BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation. In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

   @inproceedings{237485586,
     title = {BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation},
     author = {{Haoran Xu} and {Benjamin Van Durme} and {Kenton Murray}},
     url = {https://arxiv.org/abs/2109.04588},
     year = {2021},
     month = sep,
     booktitle = {Conference on Empirical Methods in Natural Language Processing}
   }
   

4. M. Yarmohammadi, Shijie Wu, Marc Marone, Haoran Xu, Seth Ebner, Guanghui Qin, Yunmo Chen, Jialiang Guo, Craig Harman, Kenton W. 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 Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

   @inproceedings{237504044,
     title = {Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction},
     author = {{M. Yarmohammadi} and {Shijie Wu} and {Marc Marone} and {Haoran Xu} and {Seth Ebner} and {Guanghui Qin} and {Yunmo Chen} and {Jialiang Guo} and {Craig Harman} and {Kenton W. Murray} and {Aaron Steven White} and {Mark Dredze} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2109.06798},
     year = {2021},
     month = sep,
     booktitle = {Conference on Empirical Methods in Natural Language Processing}
   }
   

5. Elias Stengel-Eskin, Jimena Guallar-Blasco, and Benjamin Van Durme. 2021. Human-Model Divergence in the Handling of Vagueness. In UNIMPLICIT. [pdf] [bibtex]

   @inproceedings{235252761,
     title = {Human-Model Divergence in the Handling of Vagueness},
     author = {{Elias Stengel-Eskin} and {Jimena Guallar-Blasco} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/9e3051794def7d6ec7dc4fdd51b7502af67902e4},
     year = {2021},
     month = aug,
     booktitle = {UNIMPLICIT}
   }
   

6. Thomas Lippincott and Benjamin Van Durme. 2021. Active learning and negative evidence for language identification. In DASH. [pdf] [bibtex]

   @inproceedings{235097272,
     title = {Active learning and negative evidence for language identification},
     author = {{Thomas Lippincott} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/2a262baf8b7e86490fe6c34b5de1d81d5546f1d7},
     year = {2021},
     month = jun,
     booktitle = {DASH}
   }
   

7. 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,
     title = {AI for Tax Analogies and Code Renumbering},
     author = {{Andrew Blair-Stanek} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/a0c8218fcac4fe920b55bb930147b9aea58d3de2},
     year = {2021},
     month = may,
     booktitle = {Tax Law: Practitioner Series eJournal}
   }
   

8. Nils Holzenberger and Benjamin Van Durme. 2021. Factoring Statutory Reasoning as Language Understanding Challenges. In Annual Meeting of the Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{234742598,
     title = {Factoring Statutory Reasoning as Language Understanding Challenges},
     author = {{Nils Holzenberger} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2105.07903},
     year = {2021},
     month = may,
     booktitle = {Annual Meeting of the Association for Computational Linguistics}
   }
   

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

   @inproceedings{233210159,
     title = {Joint Universal Syntactic and Semantic Parsing},
     author = {{Elias Stengel-Eskin} and {Kenton Murray} and {Sheng Zhang} and {Aaron Steven White} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2104.05696},
     year = {2021},
     month = apr,
     booktitle = {Transactions of the Association for Computational Linguistics}
   }
   

10. Richard Shin, C. H. Lin, Sam Thomson, Charles C. Chen, Subhro Roy, Emmanouil Antonios Platanios, Adam Pauls, D. Klein, J. Eisner, and Benjamin Van Durme. 2021. Constrained Language Models Yield Few-Shot Semantic Parsers. In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

    @inproceedings{233297024,
      title = {Constrained Language Models Yield Few-Shot Semantic Parsers},
      author = {{Richard Shin} and {C. H. Lin} and {Sam Thomson} and {Charles C. Chen} and {Subhro Roy} and {Emmanouil Antonios Platanios} and {Adam Pauls} and {D. Klein} and {J. Eisner} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2104.08768},
      year = {2021},
      month = apr,
      booktitle = {Conference on Empirical Methods in Natural Language Processing}
    }
    

11. Noah Weber, Anton Belyy, Nils Holzenberger, Rachel Rudinger, and Benjamin Van Durme. 2021. Human Schema Curation via Causal Association Rule Mining. In Law. [pdf] [bibtex]

    @inproceedings{245837977,
      title = {Human Schema Curation via Causal Association Rule Mining},
      author = {{Noah Weber} and {Anton Belyy} and {Nils Holzenberger} and {Rachel Rudinger} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2104.08811},
      year = {2021},
      month = apr,
      booktitle = {Law}
    }
    

12. Michelle Yuan, Patrick Xia, Chandler May, Benjamin Van Durme, and Jordan L. Boyd-Graber. 2021. Adapting Coreference Resolution Models through Active Learning. In Annual Meeting of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{247778877,
      title = {Adapting Coreference Resolution Models through Active Learning},
      author = {{Michelle Yuan} and {Patrick Xia} and {Chandler May} and {Benjamin Van Durme} and {Jordan L. Boyd-Graber}},
      url = {https://arxiv.org/abs/2104.07611},
      year = {2021},
      month = apr,
      booktitle = {Annual Meeting of the Association for Computational Linguistics}
    }
    

13. Patrick Xia and Benjamin Van Durme. 2021. Moving on from OntoNotes: Coreference Resolution Model Transfer. In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

    @inproceedings{233296405,
      title = {Moving on from OntoNotes: Coreference Resolution Model Transfer},
      author = {{Patrick Xia} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2104.08457},
      year = {2021},
      month = apr,
      booktitle = {Conference on Empirical Methods in Natural Language Processing}
    }
    

14. Jiefu Ou, Nathaniel Weir, Anton Belyy, Felix X. Yu, and Benjamin Van Durme. 2021. InFillmore: Frame-Guided Language Generation with Bidirectional Context. In STARSEM. [pdf] [bibtex]

    @inproceedings{235422140,
      title = {InFillmore: Frame-Guided Language Generation with Bidirectional Context},
      author = {{Jiefu Ou} and {Nathaniel Weir} and {Anton Belyy} and {Felix X. Yu} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2103.04941},
      year = {2021},
      month = mar,
      booktitle = {STARSEM}
    }
    

15. Haoran Xu, Seth Ebner, M. Yarmohammadi, A. White, Benjamin Van Durme, and Kenton Murray. 2021. Gradual Fine-Tuning for Low-Resource Domain Adaptation. In ADAPTNLP. [pdf] [bibtex]

    @inproceedings{232105094,
      title = {Gradual Fine-Tuning for Low-Resource Domain Adaptation},
      author = {{Haoran Xu} and {Seth Ebner} and {M. Yarmohammadi} and {A. White} and {Benjamin Van Durme} and {Kenton Murray}},
      url = {https://arxiv.org/abs/2103.02205},
      year = {2021},
      month = mar,
      booktitle = {ADAPTNLP}
    }
    

16. Patrick Xia, Guanghui Qin, Siddharth Vashishtha, Yunmo Chen, Tongfei Chen, Chandler May, Craig Harman, Kyle Rawlins, A. White, and Benjamin Van Durme. 2021. LOME: Large Ontology Multilingual Extraction. In Conference of the European Chapter of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{231719525,
      title = {LOME: Large Ontology Multilingual Extraction},
      author = {{Patrick Xia} and {Guanghui Qin} and {Siddharth Vashishtha} and {Yunmo Chen} and {Tongfei Chen} and {Chandler May} and {Craig Harman} and {Kyle Rawlins} and {A. White} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2101.12175},
      year = {2021},
      month = jan,
      booktitle = {Conference of the European Chapter of the Association for Computational Linguistics}
    }
    

17. 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,
      title = {Complement Lexical Retrieval Model with Semantic Residual Embeddings},
      author = {{Luyu Gao} and {Zhuyun Dai} and {Tongfei Chen} and {Zhen Fan} and {Benjamin Van Durme} and {Jamie Callan}},
      url = {https://www.semanticscholar.org/paper/1e4b28465d3166dd4fedeb5f23d4c768c170e859},
      year = {2021},
      booktitle = {European Conference on Information Retrieval}
    }
    

2020

1. Yunmo Chen, Tongfei Chen, and Benjamin Van Durme. 2020. Joint Modeling of Arguments for Event Understanding. In CODI. [pdf] [bibtex]

   @inproceedings{226283556,
     title = {Joint Modeling of Arguments for Event Understanding},
     author = {{Yunmo Chen} and {Tongfei Chen} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/366285d6b8e9360709641e1467b3e3bbb26b6d75},
     year = {2020},
     month = nov,
     booktitle = {CODI}
   }
   

2. Siddharth Vashishtha, Adam Poliak, Yash Kumar Lal, Benjamin Van Durme, and Aaron Steven White. 2020. Temporal Reasoning in Natural Language Inference. In Findings. [pdf] [bibtex]

   @inproceedings{226283745,
     title = {Temporal Reasoning in Natural Language Inference},
     author = {{Siddharth Vashishtha} and {Adam Poliak} and {Yash Kumar Lal} and {Benjamin Van Durme} and {Aaron Steven White}},
     url = {https://www.semanticscholar.org/paper/3d2035edd4dd48e1e638279409e11bf689c461e1},
     year = {2020},
     month = nov,
     booktitle = {Findings}
   }
   

3. Nathaniel Weir, João Sedoc, and Benjamin Van Durme. 2020. COD3S: Diverse Generation with Discrete Semantic Signatures. In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

   @inproceedings{222141569,
     title = {COD3S: Diverse Generation with Discrete Semantic Signatures},
     author = {{Nathaniel Weir} and {João Sedoc} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2010.02882},
     year = {2020},
     month = oct,
     booktitle = {Conference on Empirical Methods in Natural Language Processing}
   }
   

4. Abhinav Singh, Patrick Xia, Guanghui Qin, M. Yarmohammadi, and Benjamin Van Durme. 2020. CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models. In SPNLP. [pdf] [bibtex]

   @inproceedings{225103260,
     title = {CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models},
     author = {{Abhinav Singh} and {Patrick Xia} and {Guanghui Qin} and {M. Yarmohammadi} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2010.15266},
     year = {2020},
     month = oct,
     booktitle = {SPNLP}
   }
   

5. Patrick Xia, Shijie Wu, and Benjamin Van Durme. 2020. Which *BERT? A Survey Organizing Contextualized Encoders. In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

   @inproceedings{222124957,
     title = {Which *BERT? A Survey Organizing Contextualized Encoders},
     author = {{Patrick Xia} and {Shijie Wu} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2010.00854},
     year = {2020},
     month = oct,
     booktitle = {Conference on Empirical Methods in Natural Language Processing}
   }
   

6. Anton Belyy and Benjamin Van Durme. 2020. Script Induction as Association Rule Mining. In NUSE. [pdf] [bibtex]

   @inproceedings{220445819,
     title = {Script Induction as Association Rule Mining},
     author = {{Anton Belyy} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/42f2302dacb34e7e7e279e5a72a56c31f4c41896},
     year = {2020},
     month = jul,
     booktitle = {NUSE}
   }
   

7. Ryan Culkin, J. E. Hu, Elias Stengel-Eskin, Guanghui Qin, and Benjamin Van Durme. 2020. Iterative Paraphrastic Augmentation with Discriminative Span Alignment. In Transactions of the Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{220280680,
     title = {Iterative Paraphrastic Augmentation with Discriminative Span Alignment},
     author = {{Ryan Culkin} and {J. E. Hu} and {Elias Stengel-Eskin} and {Guanghui Qin} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2007.00320},
     year = {2020},
     month = jul,
     booktitle = {Transactions of the Association for Computational Linguistics}
   }
   

8. Zhongyang Li, Xiao Ding, Ting Liu, J. E. Hu, and Benjamin Van Durme. 2020. Guided Generation of Cause and Effect. In International Joint Conference on Artificial Intelligence. [pdf] [bibtex]

   @inproceedings{220485081,
     title = {Guided Generation of Cause and Effect},
     author = {{Zhongyang Li} and {Xiao Ding} and {Ting Liu} and {J. E. Hu} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2107.09846},
     year = {2020},
     month = jul,
     booktitle = {International Joint Conference on Artificial Intelligence}
   }
   

9. 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,
     title = {A Dataset for Statutory Reasoning in Tax Law Entailment and Question Answering},
     author = {{Nils Holzenberger} and {Andrew Blair-Stanek} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/2005.05257},
     year = {2020},
     month = may,
     booktitle = {NLLP@KDD}
   }
   

10. Patrick Xia, João Sedoc, and Benjamin Van Durme. 2020. Incremental Neural Coreference Resolution in Constant Memory. In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

    @inproceedings{222225270,
      title = {Incremental Neural Coreference Resolution in Constant Memory},
      author = {{Patrick Xia} and {João Sedoc} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/53ac70925dc0ebea28baa72969271d8a162134aa},
      year = {2020},
      month = apr,
      booktitle = {Conference on Empirical Methods in Natural Language Processing}
    }
    

11. 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,
      title = {Probing Neural Language Models for Human Tacit Assumptions},
      author = {{Nathaniel Weir} and {Adam Poliak} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/774319233a107a29622003a115aa6c79f4a7b37f},
      year = {2020},
      month = apr,
      booktitle = {Annual Meeting of the Cognitive Science Society}
    }
    

12. Tongfei Chen, Yunmo Chen, and Benjamin Van Durme. 2020. Hierarchical Entity Typing via Multi-level Learning to Rank. In Annual Meeting of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{214802500,
      title = {Hierarchical Entity Typing via Multi-level Learning to Rank},
      author = {{Tongfei Chen} and {Yunmo Chen} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2004.02286},
      year = {2020},
      month = apr,
      booktitle = {Annual Meeting of the Association for Computational Linguistics}
    }
    

13. Noah Weber, Rachel Rudinger, and Benjamin Van Durme. 2020. Causal Inference of Script Knowledge. In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

    @inproceedings{214774853,
      title = {Causal Inference of Script Knowledge},
      author = {{Noah Weber} and {Rachel Rudinger} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/2004.01174},
      year = {2020},
      month = apr,
      booktitle = {Conference on Empirical Methods in Natural Language Processing}
    }
    

2019

1. Yunmo Chen, Tongfei Chen, Seth Ebner, and Benjamin Van Durme. 2019. Reading the Manual: Event Extraction as Definition Comprehension. In SPNLP. [pdf] [bibtex]

   @inproceedings{208547716,
     title = {Reading the Manual: Event Extraction as Definition Comprehension},
     author = {{Yunmo Chen} and {Tongfei Chen} and {Seth Ebner} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/1912.01586},
     year = {2019},
     month = dec,
     booktitle = {SPNLP}
   }
   

2. Michelle Yuan, Mozhi Zhang, Benjamin Van Durme, Leah Findlater, and Jordan L. Boyd-Graber. 2019. Interactive Refinement of Cross-Lingual Word Embeddings. In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

   @inproceedings{207847777,
     title = {Interactive Refinement of Cross-Lingual Word Embeddings},
     author = {{Michelle Yuan} and {Mozhi Zhang} and {Benjamin Van Durme} and {Leah Findlater} and {Jordan L. Boyd-Graber}},
     url = {https://arxiv.org/abs/1911.03070},
     year = {2019},
     month = nov,
     booktitle = {Conference on Empirical Methods in Natural Language Processing}
   }
   

3. J. E. Hu, Abhinav Singh, Nils Holzenberger, Matt Post, and Benjamin Van Durme. 2019. Large-Scale, Diverse, Paraphrastic Bitexts via Sampling and Clustering. In Conference on Computational Natural Language Learning. [pdf] [bibtex]

   @inproceedings{207984304,
     title = {Large-Scale, Diverse, Paraphrastic Bitexts via Sampling and Clustering},
     author = {{J. E. Hu} and {Abhinav Singh} and {Nils Holzenberger} and {Matt Post} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/89e0504b68ace8bd3c71e9113de51a29702dcdb7},
     year = {2019},
     month = nov,
     booktitle = {Conference on Computational Natural Language Learning}
   }
   

4. Seth Ebner, Felicity Wang, and Benjamin Van Durme. 2019. Bag-of-Words Transfer: Non-Contextual Techniques for Multi-Task Learning. In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

   @inproceedings{208332259,
     title = {Bag-of-Words Transfer: Non-Contextual Techniques for Multi-Task Learning},
     author = {{Seth Ebner} and {Felicity Wang} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/dc7da4f6db2eca9078920dd603d78b22d1ee67d0},
     year = {2019},
     month = nov,
     booktitle = {Conference on Empirical Methods in Natural Language Processing}
   }
   

5. Seth Ebner, Patrick Xia, Ryan Culkin, Kyle Rawlins, and Benjamin Van Durme. 2019. Multi-Sentence Argument Linking. In Annual Meeting of the Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{207853145,
     title = {Multi-Sentence Argument Linking},
     author = {{Seth Ebner} and {Patrick Xia} and {Ryan Culkin} and {Kyle Rawlins} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/1911.03766},
     year = {2019},
     month = nov,
     booktitle = {Annual Meeting of the Association for Computational Linguistics}
   }
   

6. Elias Stengel-Eskin, A. White, Sheng Zhang, and Benjamin Van Durme. 2019. Universal Decompositional Semantic Parsing. In Annual Meeting of the Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{218487850,
     title = {Universal Decompositional Semantic Parsing},
     author = {{Elias Stengel-Eskin} and {A. White} and {Sheng Zhang} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/1910.10138},
     year = {2019},
     month = oct,
     booktitle = {Annual Meeting of the Association for Computational Linguistics}
   }
   

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

   @inproceedings{203837027,
     title = {Exact and/or Fast Nearest Neighbors},
     author = {{Matthew Francis-Landau} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/1910.02478},
     year = {2019},
     month = oct,
     booktitle = {ArXiv}
   }
   

8. 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,
     title = {Predicting Argumenthood of English Preposition Phrases},
     author = {Kim, Najoung and Rawlins, Kyle and Durme, Benjamin Van and Smolensky, Paul},
     url = {https://arxiv.org/abs/1809.07889},
     year = {2019},
     month = sep,
     booktitle = {The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19)}
   }
   

9. A. 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. 2019. The Universal Decompositional Semantics Dataset and Decomp Toolkit. In International Conference on Language Resources and Evaluation. [pdf] [bibtex]

   @inproceedings{203593081,
     title = {The Universal Decompositional Semantics Dataset and Decomp Toolkit},
     author = {{A. White} and {Elias Stengel-Eskin} and {Siddharth Vashishtha} and {Venkata Subrahmanyan Govindarajan} and {Dee Ann Reisinger} and {Tim Vieira} and {Keisuke Sakaguchi} and {Sheng Zhang} and {Francis Ferraro} and {Rachel Rudinger} and {Kyle Rawlins} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/1909.13851},
     year = {2019},
     month = sep,
     booktitle = {International Conference on Language Resources and Evaluation}
   }
   

10. Tongfei Chen, Zhengping Jiang, Keisuke Sakaguchi, and Benjamin Van Durme. 2019. Uncertain Natural Language Inference. In Annual Meeting of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{202230727,
      title = {Uncertain Natural Language Inference},
      author = {{Tongfei Chen} and {Zhengping Jiang} and {Keisuke Sakaguchi} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/1909.03042},
      year = {2019},
      month = sep,
      booktitle = {Annual Meeting of the Association for Computational Linguistics}
    }
    

11. Elias Stengel-Eskin, Tzu-Ray Su, Matt Post, and Benjamin Van Durme. 2019. A Discriminative Neural Model for Cross-Lingual Word Alignment. In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

    @inproceedings{202122610,
      title = {A Discriminative Neural Model for Cross-Lingual Word Alignment},
      author = {{Elias Stengel-Eskin} and {Tzu-Ray Su} and {Matt Post} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/1909.00444},
      year = {2019},
      month = sep,
      booktitle = {Conference on Empirical Methods in Natural Language Processing}
    }
    

12. Sheng Zhang, Xutai Ma, Kevin Duh, and Benjamin Van Durme. 2019. Broad-Coverage Semantic Parsing as Transduction. In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

    @inproceedings{202233360,
      title = {Broad-Coverage Semantic Parsing as Transduction},
      author = {{Sheng Zhang} and {Xutai Ma} and {Kevin Duh} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/1909.02607},
      year = {2019},
      month = sep,
      booktitle = {Conference on Empirical Methods in Natural Language Processing}
    }
    

13. Yonatan Belinkov, Adam Poliak, S. Shieber, Benjamin Van Durme, and Alexander M. Rush. 2019. On Adversarial Removal of Hypothesis-only Bias in Natural Language Inference. In International Workshop on Semantic Evaluation. [pdf] [bibtex]

    @inproceedings{131763622,
      title = {On Adversarial Removal of Hypothesis-only Bias in Natural Language Inference},
      author = {{Yonatan Belinkov} and {Adam Poliak} and {S. Shieber} and {Benjamin Van Durme} and {Alexander M. Rush}},
      url = {https://arxiv.org/abs/1907.04389},
      year = {2019},
      month = jul,
      booktitle = {International Workshop on Semantic Evaluation}
    }
    

14. Yonatan Belinkov, Adam Poliak, S. Shieber, Benjamin Van Durme, and Alexander M. Rush. 2019. Don’t Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference. In Annual Meeting of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{195060880,
      title = {Don’t Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference},
      author = {{Yonatan Belinkov} and {Adam Poliak} and {S. Shieber} and {Benjamin Van Durme} and {Alexander M. Rush}},
      url = {https://arxiv.org/abs/1907.04380},
      year = {2019},
      month = jul,
      booktitle = {Annual Meeting of the Association for Computational Linguistics}
    }
    

15. J. E. 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 North American Chapter of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{174800071,
      title = {Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting},
      author = {{J. E. Hu} and {Huda Khayrallah} and {Ryan Culkin} and {Patrick Xia} and {Tongfei Chen} and {Matt Post} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/101141b047d119ef9c8fda8dd83d3d9eb3fbfd1f},
      year = {2019},
      month = jun,
      booktitle = {North American Chapter of the Association for Computational Linguistics}
    }
    

16. Zhongyang Li, Tongfei Chen, and Benjamin Van Durme. 2019. Learning to Rank for Plausible Plausibility. In Annual Meeting of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{174799447,
      title = {Learning to Rank for Plausible Plausibility},
      author = {{Zhongyang Li} and {Tongfei Chen} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/1906.02079},
      year = {2019},
      month = jun,
      booktitle = {Annual Meeting of the Association for Computational Linguistics}
    }
    

17. Sheng Zhang, Xutai Ma, Kevin Duh, and Benjamin Van Durme. 2019. AMR Parsing as Sequence-to-Graph Transduction. In Annual Meeting of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{160009452,
      title = {AMR Parsing as Sequence-to-Graph Transduction},
      author = {{Sheng Zhang} and {Xutai Ma} and {Kevin Duh} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/1905.08704},
      year = {2019},
      month = may,
      booktitle = {Annual Meeting of the Association for Computational Linguistics}
    }
    

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 International Conference on Learning Representations. [pdf] [bibtex]

    @inproceedings{108300988,
      title = {What do you learn from context? Probing for sentence structure in contextualized word representations},
      author = {{Ian Tenney} and {Patrick Xia} and {Berlin Chen} and {Alex Wang} and {Adam Poliak} and {R. Thomas McCoy} and {Najoung Kim} and {Benjamin Van Durme} and {Samuel R. Bowman} and {Dipanjan Das} and {Ellie Pavlick}},
      url = {https://arxiv.org/abs/1905.06316},
      year = {2019},
      month = may,
      booktitle = {International Conference on Learning Representations}
    }
    

19. Najoung Kim, Roma Patel, Adam Poliak, Alex Wang, Patrick Xia, R. Thomas 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 International Workshop on Semantic Evaluation. [pdf] [bibtex]

    @inproceedings{135465591,
      title = {Probing What Different NLP Tasks Teach Machines about Function Word Comprehension},
      author = {{Najoung Kim} and {Roma Patel} and {Adam Poliak} and {Alex Wang} and {Patrick Xia} and {R. Thomas McCoy} and {Ian Tenney} and {Alexis Ross} and {Tal Linzen} and {Benjamin Van Durme} and {Samuel R. Bowman} and {Ellie Pavlick}},
      url = {https://arxiv.org/abs/1904.11544},
      year = {2019},
      month = apr,
      booktitle = {International Workshop on Semantic Evaluation}
    }
    

20. Siddharth Vashishtha, Benjamin Van Durme, and A. White. 2019. Fine-Grained Temporal Relation Extraction. In Annual Meeting of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{59599681,
      title = {Fine-Grained Temporal Relation Extraction},
      author = {{Siddharth Vashishtha} and {Benjamin Van Durme} and {A. White}},
      url = {https://arxiv.org/abs/1902.01390},
      year = {2019},
      month = feb,
      booktitle = {Annual Meeting of the Association for Computational Linguistics}
    }
    

21. J. E. Hu, Rachel Rudinger, Matt Post, and Benjamin Van Durme. 2019. ParaBank: Monolingual Bitext Generation and Sentential Paraphrasing via Lexically-constrained Neural Machine Translation. In AAAI Conference on Artificial Intelligence. [pdf] [bibtex]

    @inproceedings{57825777,
      title = {ParaBank: Monolingual Bitext Generation and Sentential Paraphrasing via Lexically-constrained Neural Machine Translation},
      author = {{J. E. Hu} and {Rachel Rudinger} and {Matt Post} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/1901.03644},
      year = {2019},
      month = jan,
      booktitle = {AAAI Conference on Artificial Intelligence}
    }
    

22. Venkata Subrahmanyan Govindarajan, Benjamin Van Durme, and A. White. 2019. Decomposing Generalization: Models of Generic, Habitual, and Episodic Statements. In Transactions of the Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{59523723,
      title = {Decomposing Generalization: Models of Generic, Habitual, and Episodic Statements},
      author = {{Venkata Subrahmanyan Govindarajan} and {Benjamin Van Durme} and {A. White}},
      url = {https://arxiv.org/abs/1901.11429},
      year = {2019},
      month = jan,
      booktitle = {Transactions of the Association for Computational Linguistics}
    }
    

23. 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,
      title = {NIST TAC SM-KBP 2019 System Description: JHU/UR Framework},
      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}},
      url = {https://www.semanticscholar.org/paper/86304bbf271cbd48a6801a55e17837316a8250ec},
      year = {2019},
      booktitle = {TAC}
    }
    

2018

1. Alex Wang, Jan Hula, Patrick Xia, R. 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. 2018. Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling. In ACL. [pdf] [bibtex]

   @inproceedings{182952400,
     title = {Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling},
     author = {{Alex Wang} and {Jan Hula} and {Patrick Xia} and {R. Pappagari} and {R. Thomas McCoy} and {Roma Patel} and {Najoung Kim} and {Ian Tenney} and {Yinghui Huang} and {Katherin Yu} and {Shuning Jin} and {Berlin Chen} and {Benjamin Van Durme} and {Edouard Grave} and {Ellie Pavlick} and {Samuel R. Bowman}},
     url = {https://www.semanticscholar.org/paper/06a1bf4a7333bbc78dbd7470666b33bd9e26882b},
     year = {2018},
     month = dec,
     booktitle = {ACL}
   }
   

2. Adam Poliak, Aparajita Haldar, Rachel Rudinger, J. E. Hu, Ellie Pavlick, Aaron Steven White, and Benjamin Van Durme. 2018. Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation. In Conference on Empirical Methods in Natural Language Processing. [pdf] [bibtex]

   @inproceedings{260495679,
     title = {Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation},
     author = {{Adam Poliak} and {Aparajita Haldar} and {Rachel Rudinger} and {J. E. Hu} and {Ellie Pavlick} and {Aaron Steven White} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/a609671e92b03a421236f2873b571159d7c2515c},
     year = {2018},
     month = nov,
     booktitle = {Conference on Empirical Methods in Natural Language Processing}
   }
   

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,
     title = {ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading Comprehension},
     author = {{Sheng Zhang} and {Xiaodong Liu} and {Jingjing Liu} and {Jianfeng Gao} and {Kevin Duh} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/1810.12885},
     year = {2018},
     month = oct,
     booktitle = {ArXiv}
   }
   

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

5. Najoung Kim, Kyle Rawlins, Benjamin Van Durme, and P. Smolensky. 2018. Predicting the Argumenthood of English Prepositional Phrases. In AAAI. [pdf] [bibtex]

   @inproceedings{69833386,
     title = {Predicting the Argumenthood of English Prepositional Phrases},
     author = {{Najoung Kim} and {Kyle Rawlins} and {Benjamin Van Durme} and {P. Smolensky}},
     url = {https://www.semanticscholar.org/paper/4b9bdc6b9a53ea860a8664330f65c49fb40b70a1},
     year = {2018},
     month = sep,
     booktitle = {AAAI}
   }
   

6. 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,
     title = {Mitigating Bias in Natural Language Inference Using Adversarial Learning},
     author = {{Yonatan Belinkov} and {Adam Poliak} and {S. Shieber} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/a3d2271bd360f9e5c2ac5a24e5e3945329cc1ca8},
     year = {2018},
     month = sep,
     booktitle = {Preprint}
   }
   

7. Aaron Steven White, Rachel Rudinger, Kyle Rawlins, and Benjamin Van Durme. 2018. Lexicosyntactic Inference in Neural Models. In EMNLP. [pdf] [bibtex]

   @inproceedings{52048852,
     title = {Lexicosyntactic Inference in Neural Models},
     author = {{Aaron Steven White} and {Rachel Rudinger} and {Kyle Rawlins} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/1808.06232},
     year = {2018},
     month = aug,
     booktitle = {EMNLP}
   }
   

8. Keisuke Sakaguchi and Benjamin Van Durme. 2018. Efficient Online Scalar Annotation with Bounded Support. In ACL. [pdf] [bibtex]

   @inproceedings{46926791,
     title = {Efficient Online Scalar Annotation with Bounded Support},
     author = {{Keisuke Sakaguchi} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/1806.01170},
     year = {2018},
     month = jun,
     booktitle = {ACL}
   }
   

9. Rashmi Sankepally, Tongfei Chen, Benjamin Van Durme, and D. Oard. 2018. A Test Collection for Coreferent Mention Retrieval. In SIGIR. [pdf] [bibtex]

   @inproceedings{44180532,
     title = {A Test Collection for Coreferent Mention Retrieval},
     author = {{Rashmi Sankepally} and {Tongfei Chen} and {Benjamin Van Durme} and {D. Oard}},
     url = {https://www.semanticscholar.org/paper/e5b0c46bfb1e48c6da2b12256eeac7c49ad9cd85},
     year = {2018},
     month = jun,
     booktitle = {SIGIR}
   }
   

10. Adam Poliak, Jason Naradowsky, Aparajita Haldar, Rachel Rudinger, and Benjamin Van Durme. 2018. Hypothesis Only Baselines in Natural Language Inference. In *SEMEVAL. [pdf] [bibtex]

    @inproceedings{21382535,
      title = {Hypothesis Only Baselines in Natural Language Inference},
      author = {{Adam Poliak} and {Jason Naradowsky} and {Aparajita Haldar} and {Rachel Rudinger} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/1805.01042},
      year = {2018},
      month = may,
      booktitle = {*SEMEVAL}
    }
    

11. Hongyuan Mei, Sheng Zhang, Kevin Duh, and Benjamin Van Durme. 2018. Halo: Learning Semantics-Aware Representations for Cross-Lingual Information Extraction. In *SEMEVAL. [pdf] [bibtex]

    @inproceedings{44097146,
      title = {Halo: Learning Semantics-Aware Representations for Cross-Lingual Information Extraction},
      author = {{Hongyuan Mei} and {Sheng Zhang} and {Kevin Duh} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/1805.08271},
      year = {2018},
      month = may,
      booktitle = {*SEMEVAL}
    }
    

12. Adam Poliak, Yonatan Belinkov, James R. Glass, and Benjamin Van Durme. 2018. On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference. In NAACL. [pdf] [bibtex]

    @inproceedings{13888490,
      title = {On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference},
      author = {{Adam Poliak} and {Yonatan Belinkov} and {James R. Glass} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/1804.09779},
      year = {2018},
      month = apr,
      booktitle = {NAACL}
    }
    

13. Rachel Rudinger, Aaron Steven White, and Benjamin Van Durme. 2018. Neural Models of Factuality. In NAACL. [pdf] [bibtex]

    @inproceedings{4717344,
      title = {Neural Models of Factuality},
      author = {{Rachel Rudinger} and {Aaron Steven White} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/1804.02472},
      year = {2018},
      month = apr,
      booktitle = {NAACL}
    }
    

14. 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,
      title = {Cross-lingual Semantic Parsing},
      author = {{Sheng Zhang} and {Kevin Duh} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/1804.08037},
      year = {2018},
      month = apr,
      booktitle = {Technical Report 937, Department of Computer Science, University of Rochester}
    }
    

15. Sheng Zhang, Kevin Duh, and Benjamin Van Durme. 2018. Fine-grained Entity Typing through Increased Discourse Context and Adaptive Classification Thresholds. In *SEMEVAL. [pdf] [bibtex]

    @inproceedings{5078515,
      title = {Fine-grained Entity Typing through Increased Discourse Context and Adaptive Classification Thresholds},
      author = {{Sheng Zhang} and {Kevin Duh} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/1804.08000},
      year = {2018},
      month = apr,
      booktitle = {*SEMEVAL}
    }
    

16. Rachel Rudinger, Jason Naradowsky, Brian Leonard, and Benjamin Van Durme. 2018. Gender Bias in Coreference Resolution. In NAACL. [pdf] [bibtex]

    @inproceedings{13756572,
      title = {Gender Bias in Coreference Resolution},
      author = {{Rachel Rudinger} and {Jason Naradowsky} and {Brian Leonard} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/1804.09301},
      year = {2018},
      month = apr,
      booktitle = {NAACL}
    }
    

17. 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,
      title = {Towards a Unified Natural Language Inference Framework to Evaluate Sentence Representations},
      author = {{Adam Poliak} and {Aparajita Haldar} and {Rachel Rudinger} and {J. E. Hu} and {Ellie Pavlick} and {A. White} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/c40665520563fb872b051bd27d3b43e042869ba4},
      year = {2018},
      month = apr,
      booktitle = {ArXiv}
    }
    

18. Rachel Rudinger, Adam R. Teichert, Ryan Culkin, Sheng Zhang, and Benjamin Van Durme. 2018. Neural-Davidsonian Semantic Proto-role Labeling. In EMNLP. [pdf] [bibtex]

    @inproceedings{5112203,
      title = {Neural-Davidsonian Semantic Proto-role Labeling},
      author = {{Rachel Rudinger} and {Adam R. Teichert} and {Ryan Culkin} and {Sheng Zhang} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/1804.07976},
      year = {2018},
      month = apr,
      booktitle = {EMNLP}
    }
    

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,
      title = {NIST TAC SM-KBP 2018 System Description: JHU/UR Pipeline},
      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}},
      url = {https://www.semanticscholar.org/paper/41d91688bed379cc78ce181a95b41b11e918ec7d},
      year = {2018},
      booktitle = {TAC}
    }
    

20. Sheng Zhang, Xutai Ma, Rachel Rudinger, Kevin Duh, and Benjamin Van Durme. 2018. Cross-lingual Decompositional Semantic Parsing. In EMNLP. [pdf] [bibtex]

    @inproceedings{53081957,
      title = {Cross-lingual Decompositional Semantic Parsing},
      author = {{Sheng Zhang} and {Xutai Ma} and {Rachel Rudinger} and {Kevin Duh} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/893403d2a1264e3855c4780f1f237d9f40b03744},
      year = {2018},
      booktitle = {EMNLP}
    }
    

21. 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,
      title = {Summarizing Entities using Distantly Supervised Information Extractors},
      author = {{T. Wolfe} and {Annabelle Carrell} and {Mark Dredze} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/cab5f70ec2dfe9b33726217babc5ee6a42246a62},
      year = {2018},
      booktitle = {ProfS/KG4IR/Data:Search@SIGIR}
    }
    

22. Michelle Yuan, Benjamin Van Durme, and Jordan L. Ying. 2018. Multilingual Anchoring: Interactive Topic Modeling and Alignment Across Languages. In Neural Information Processing Systems. [pdf] [bibtex]

    @inproceedings{53561559,
      title = {Multilingual Anchoring: Interactive Topic Modeling and Alignment Across Languages},
      author = {{Michelle Yuan} and {Benjamin Van Durme} and {Jordan L. Ying}},
      url = {https://www.semanticscholar.org/paper/007ce8877754550ddececf3f1722a43fdcbd6861},
      year = {2018},
      booktitle = {Neural Information Processing Systems}
    }
    

2017

1. Benjamin Van Durme, Thomas Lippincott, Kevin Duh, Deana Burchfield, Adam Poliak, Cash Costello, Timothy W. Finin, Scott Miller, J. Mayfield, Philipp Koehn, Craig Harman, Dawn J 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 IJCNLP. [pdf] [bibtex]

   @inproceedings{31480655,
     title = {CADET: Computer Assisted Discovery Extraction and Translation},
     author = {{Benjamin Van Durme} and {Thomas Lippincott} and {Kevin Duh} and {Deana Burchfield} and {Adam Poliak} and {Cash Costello} and {Timothy W. Finin} and {Scott Miller} and {J. Mayfield} and {Philipp Koehn} and {Craig Harman} and {Dawn J Lawrie} and {Chandler May} and {Max Thomas} and {Annabelle Carrell} and {Julianne Chaloux} and {Tongfei Chen} and {Alex Comerford} and {Mark Dredze} and {Benjamin Glass} and {S. Hao} and {Patrick Martin} and {Pushpendre Rastogi} and {Rashmi Sankepally} and {T. Wolfe} and {Ying-Ying Tran} and {Ted Zhang}},
     url = {https://www.semanticscholar.org/paper/20b13fdb916274ca6a35678e611a2558489d5b2d},
     year = {2017},
     month = nov,
     booktitle = {IJCNLP}
   }
   

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 IJCNLP. [pdf] [bibtex]

   @inproceedings{12756520,
     title = {Inference is Everything: Recasting Semantic Resources into a Unified Evaluation Framework},
     author = {{Aaron Steven White} and {Pushpendre Rastogi} and {Kevin Duh} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/4546b7207e1a87c205bdf45c70f7b06fb3c38e21},
     year = {2017},
     month = nov,
     booktitle = {IJCNLP}
   }
   

3. Sheng Zhang, Kevin Duh, and Benjamin Van Durme. 2017. Selective Decoding for Cross-lingual Open Information Extraction. In IJCNLP. [pdf] [bibtex]

   @inproceedings{27613595,
     title = {Selective Decoding for Cross-lingual Open Information Extraction},
     author = {{Sheng Zhang} and {Kevin Duh} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/461ccb773ed1b7cf95ec5be36200ce1b73eddd8e},
     year = {2017},
     month = nov,
     booktitle = {IJCNLP}
   }
   

4. Nicholas Andrews, Mark Dredze, Benjamin Van Durme, and Jason Eisner. 2017. Bayesian Modeling of Lexical Resources for Low-Resource Settings. In ACL. [pdf] [bibtex]

   @inproceedings{20480670,
     title = {Bayesian Modeling of Lexical Resources for Low-Resource Settings},
     author = {{Nicholas Andrews} and {Mark Dredze} and {Benjamin Van Durme} and {Jason Eisner}},
     url = {https://www.semanticscholar.org/paper/5a6cc32d511456f8eb0d51e0adce22f653eb9dc7},
     year = {2017},
     month = jul,
     booktitle = {ACL}
   }
   

5. Keisuke Sakaguchi, Matt Post, and Benjamin Van Durme. 2017. Grammatical Error Correction with Neural Reinforcement Learning. In IJCNLP. [pdf] [bibtex]

   @inproceedings{7833469,
     title = {Grammatical Error Correction with Neural Reinforcement Learning},
     author = {{Keisuke Sakaguchi} and {Matt Post} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/1707.00299},
     year = {2017},
     month = jul,
     booktitle = {IJCNLP}
   }
   

6. Keisuke Sakaguchi, Matt Post, and Benjamin Van Durme. 2017. Error-repair Dependency Parsing for Ungrammatical Texts. In ACL. [pdf] [bibtex]

   @inproceedings{2290938,
     title = {Error-repair Dependency Parsing for Ungrammatical Texts},
     author = {{Keisuke Sakaguchi} and {Matt Post} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/c586e2ad8740eca7c10dcfad329127dfaec52b47},
     year = {2017},
     month = jul,
     booktitle = {ACL}
   }
   

7. T. Wolfe, Mark Dredze, and Benjamin Van Durme. 2017. Pocket Knowledge Base Population. In ACL. [pdf] [bibtex]

   @inproceedings{28987238,
     title = {Pocket Knowledge Base Population},
     author = {{T. Wolfe} and {Mark Dredze} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/d9f7859328cd2d384e24ab08d6652a4d4c1504ff},
     year = {2017},
     month = jul,
     booktitle = {ACL}
   }
   

8. 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 *SEMEVAL. [pdf] [bibtex]

   @inproceedings{10603988,
     title = {Frame-Based Continuous Lexical Semantics through Exponential Family Tensor Factorization and Semantic Proto-Roles},
     author = {{Francis Ferraro} and {Adam Poliak} and {Ryan Cotterell} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/1706.09562},
     year = {2017},
     month = jun,
     booktitle = {*SEMEVAL}
   }
   

9. Kevin Duh, Benjamin Van Durme, and Sheng Zhang. 2017. MT/IE: Cross-lingual Open Information Extraction with Neural Sequence-to-Sequence Models. In EACL. [pdf] [bibtex]

   @inproceedings{7365249,
     title = {MT/IE: Cross-lingual Open Information Extraction with Neural Sequence-to-Sequence Models},
     author = {{Kevin Duh} and {Benjamin Van Durme} and {Sheng Zhang}},
     url = {https://www.semanticscholar.org/paper/76e6a12b291f330fe593d9ad22b427b8af782c0b},
     year = {2017},
     month = apr,
     booktitle = {EACL}
   }
   

10. Benjamin Van Durme and Tongfei Chen. 2017. Discriminative Information Retrieval for Question Answering Sentence Selection. In EACL. [pdf] [bibtex]

    @inproceedings{319124,
      title = {Discriminative Information Retrieval for Question Answering Sentence Selection},
      author = {{Benjamin Van Durme} and {Tongfei Chen}},
      url = {https://www.semanticscholar.org/paper/82d2fcf3c5113bb87d2186c9749569df73537889},
      year = {2017},
      month = apr,
      booktitle = {EACL}
    }
    

11. Benjamin Van Durme, Pushpendre Rastogi, Adam Poliak, and M. Martin. 2017. Efficient, Compositional, Order-sensitive n-gram Embeddings. In EACL. [pdf] [bibtex]

    @inproceedings{6292995,
      title = {Efficient, Compositional, Order-sensitive n-gram Embeddings},
      author = {{Benjamin Van Durme} and {Pushpendre Rastogi} and {Adam Poliak} and {M. Martin}},
      url = {https://www.semanticscholar.org/paper/89f1aaeffca0f3a8b09692e12fa5b58c12d5d41d},
      year = {2017},
      month = apr,
      booktitle = {EACL}
    }
    

12. Rachel Rudinger, Chandler May, and Benjamin Van Durme. 2017. Social Bias in Elicited Natural Language Inferences. In EthNLP@EACL. [pdf] [bibtex]

    @inproceedings{5310359,
      title = {Social Bias in Elicited Natural Language Inferences},
      author = {{Rachel Rudinger} and {Chandler May} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/a20ecabd83e0962329448d8af5025b8061c4ba36},
      year = {2017},
      month = apr,
      booktitle = {EthNLP@EACL}
    }
    

13. Jason Eisner, Benjamin Van Durme, Ryan Cotterell, and Adam Poliak. 2017. Explaining and Generalizing Skip-Gram through Exponential Family Principal Component Analysis. In EACL. [pdf] [bibtex]

    @inproceedings{14239133,
      title = {Explaining and Generalizing Skip-Gram through Exponential Family Principal Component Analysis},
      author = {{Jason Eisner} and {Benjamin Van Durme} and {Ryan Cotterell} and {Adam Poliak}},
      url = {https://www.semanticscholar.org/paper/b26949ac865afd21ce38e71620b7cd3bc08985e0},
      year = {2017},
      month = apr,
      booktitle = {EACL}
    }
    

14. Benjamin Van Durme, Aaron Steven White, and Kyle Rawlins. 2017. The Semantic Proto-Role Linking Model. In EACL. [pdf] [bibtex]

    @inproceedings{14941328,
      title = {The Semantic Proto-Role Linking Model},
      author = {{Benjamin Van Durme} and {Aaron Steven White} and {Kyle Rawlins}},
      url = {https://www.semanticscholar.org/paper/e8a9257c7662a0cc1ee7795d328e399d62dad517},
      year = {2017},
      month = apr,
      booktitle = {EACL}
    }
    

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,
      title = {Streaming Word Embeddings with the Space-Saving Algorithm},
      author = {{Chandler May} and {Kevin Duh} and {Benjamin Van Durme} and {Ashwin Lall}},
      url = {https://arxiv.org/abs/1704.07463},
      year = {2017},
      month = apr,
      booktitle = {ArXiv}
    }
    

16. Adam R. Teichert, Adam Poliak, Benjamin Van Durme, and Matthew R. Gormley. 2017. Semantic Proto-Role Labeling. In AAAI. [pdf] [bibtex]

    @inproceedings{15225491,
      title = {Semantic Proto-Role Labeling},
      author = {{Adam R. Teichert} and {Adam Poliak} and {Benjamin Van Durme} and {Matthew R. Gormley}},
      url = {https://www.semanticscholar.org/paper/16fc6be0c7d2ebea3057c37d27418dd3369507ce},
      year = {2017},
      month = feb,
      booktitle = {AAAI}
    }
    

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

    @inproceedings{15368453,
      title = {Feature Generation for Robust Semantic Role Labeling},
      author = {{T. Wolfe} and {Mark Dredze} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/1702.07046},
      year = {2017},
      month = feb,
      booktitle = {ArXiv}
    }
    

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

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

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

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

20. 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,
      title = {TinkerBell: Cross-lingual Cold-Start Knowledge Base Construction},
      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}},
      url = {https://www.semanticscholar.org/paper/800a4295003902e59b2d423dffecb02b6b4f99ce},
      year = {2017},
      booktitle = {TAC}
    }
    

21. Sheng Zhang, Rachel Rudinger, and Benjamin Van Durme. 2017. An Evaluation of PredPatt and Open IE via Stage 1 Semantic Role Labeling. In IWCS. [pdf] [bibtex]

    @inproceedings{37467166,
      title = {An Evaluation of PredPatt and Open IE via Stage 1 Semantic Role Labeling},
      author = {{Sheng Zhang} and {Rachel Rudinger} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/f01a07ef5d848ee6ed48224ff3d86db353c2ead9},
      year = {2017},
      booktitle = {IWCS}
    }
    

22. Rachel Rudinger, Kevin Duh, and Benjamin Van Durme. 2017. Skip-Prop: Representing Sentences with One Vector Per Proposition. In IWCS. [pdf] [bibtex]

    @inproceedings{12011446,
      title = {Skip-Prop: Representing Sentences with One Vector Per Proposition},
      author = {{Rachel Rudinger} and {Kevin Duh} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/f92598f6470e36a278b08602217a37d7fa8c4f5c},
      year = {2017},
      booktitle = {IWCS}
    }
    

2016

1. Sheng Zhang, Rachel Rudinger, Kevin Duh, and Benjamin Van Durme. 2016. Ordinal Common-sense Inference. In TACL. [pdf] [bibtex]

   @inproceedings{1461182,
     title = {Ordinal Common-sense Inference},
     author = {{Sheng Zhang} and {Rachel Rudinger} and {Kevin Duh} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/1611.00601},
     year = {2016},
     month = nov,
     booktitle = {TACL}
   }
   

2. Aaron Steven White, D. Reisinger, Keisuke Sakaguchi, Tim Vieira, Sheng Zhang, Rachel Rudinger, Kyle Rawlins, and Benjamin Van Durme. 2016. Universal Decompositional Semantics on Universal Dependencies. In EMNLP. [pdf] [bibtex]

   @inproceedings{11796795,
     title = {Universal Decompositional Semantics on Universal Dependencies},
     author = {{Aaron Steven White} and {D. Reisinger} and {Keisuke Sakaguchi} and {Tim Vieira} and {Sheng Zhang} and {Rachel Rudinger} and {Kyle Rawlins} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/00dc74ca39fc6630bef824a4768dd214bbd81927},
     year = {2016},
     month = nov,
     booktitle = {EMNLP}
   }
   

3. Thomas Lippincott and Benjamin Van Durme. 2016. Fluency detection on communication networks. In EMNLP. [pdf] [bibtex]

   @inproceedings{7692647,
     title = {Fluency detection on communication networks},
     author = {{Thomas Lippincott} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/0910320d6a9830211c747fea8633fd9b83fb4981},
     year = {2016},
     month = nov,
     booktitle = {EMNLP}
   }
   

4. T. Wolfe, Mark Dredze, and Benjamin Van Durme. 2016. A Study of Imitation Learning Methods for Semantic Role Labeling. In SPNLP@EMNLP. [pdf] [bibtex]

   @inproceedings{18091411,
     title = {A Study of Imitation Learning Methods for Semantic Role Labeling},
     author = {{T. Wolfe} and {Mark Dredze} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/66f8672691f72bf2074aacae31be3d603b831982},
     year = {2016},
     month = nov,
     booktitle = {SPNLP@EMNLP}
   }
   

5. 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,
     title = {Contrasting Public Opinion Dynamics and Emotional Response During Crisis},
     author = {{Svitlana Volkova} and {I. Chetviorkin} and {Dustin L. Arendt} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/c15962d14b74780272bafea9bb00d65d6e7d3862},
     year = {2016},
     month = nov,
     booktitle = {SocInfo}
   }
   

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

   @inproceedings{17135272,
     title = {Discriminative Information Retrieval for Knowledge Discovery},
     author = {{Tongfei Chen} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/1610.01901},
     year = {2016},
     month = oct,
     booktitle = {ArXiv}
   }
   

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

   @inproceedings{16247870,
     title = {Computational linking theory},
     author = {{A. White} and {D. Reisinger} and {Rachel Rudinger} and {Kyle Rawlins} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/1610.02544},
     year = {2016},
     month = oct,
     booktitle = {ArXiv}
   }
   

8. Keisuke Sakaguchi, Kevin Duh, Matt Post, and Benjamin Van Durme. 2016. Robsut Wrod Reocginiton via Semi-Character Recurrent Neural Network. In AAAI. [pdf] [bibtex]

   @inproceedings{11217839,
     title = {Robsut Wrod Reocginiton via Semi-Character Recurrent Neural Network},
     author = {{Keisuke Sakaguchi} and {Kevin Duh} and {Matt Post} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/1608.02214},
     year = {2016},
     month = aug,
     booktitle = {AAAI}
   }
   

9. 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,
     title = {An Analysis of Lemmatization on Topic Models of Morphologically Rich Language},
     author = {{Chandler May} and {Ryan Cotterell} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/964fffb68ecd534d99909656e2c67069bf91168a},
     year = {2016},
     month = aug,
     booktitle = {arXiv: Computation and Language}
   }
   

10. 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,
      title = {A Critical Examination of RESCAL for Completion of Knowledge Bases with Transitive Relations},
      author = {{Pushpendre Rastogi} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/1605.04672},
      year = {2016},
      month = may,
      booktitle = {ArXiv}
    }
    

11. 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,
      title = {Mining User Interests to Predict Perceived Psycho-Demographic Traits on Twitter},
      author = {{Svitlana Volkova} and {Yoram Bachrach} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/ea15fc1471bde10681119140c21bb39403247b8c},
      year = {2016},
      month = may,
      booktitle = {2016 IEEE Second International Conference on Big Data Computing Service and Applications (BigDataService)}
    }
    

12. Francis Ferraro and Benjamin Van Durme. 2016. A Unified Bayesian Model of Scripts, Frames and Language. In AAAI. [pdf] [bibtex]

    @inproceedings{10036335,
      title = {A Unified Bayesian Model of Scripts, Frames and Language},
      author = {{Francis Ferraro} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/ae7221f4731570b8ebe763000f981c7e5b1664a8},
      year = {2016},
      month = feb,
      booktitle = {AAAI}
    }
    

13. R. Mason, Benjamin Gaska, Benjamin Van Durme, Pallavi Choudhury, Ted Hart, W. Dolan, Kristina Toutanova, and Margaret Mitchell. 2016. Microsummarization of Online Reviews: An Experimental Study. In AAAI. [pdf] [bibtex]

    @inproceedings{14900000,
      title = {Microsummarization of Online Reviews: An Experimental Study},
      author = {{R. Mason} and {Benjamin Gaska} and {Benjamin Van Durme} and {Pallavi Choudhury} and {Ted Hart} and {W. Dolan} and {Kristina Toutanova} and {Margaret Mitchell}},
      url = {https://www.semanticscholar.org/paper/f902646b34f3ad6981ee868a5e3a1ec8eaee33a4},
      year = {2016},
      month = feb,
      booktitle = {AAAI}
    }
    

2015

1. Rachel Rudinger, Pushpendre Rastogi, Francis Ferraro, and Benjamin Van Durme. 2015. Script Induction as Language Modeling. In EMNLP. [pdf] [bibtex]

   @inproceedings{3133211,
     title = {Script Induction as Language Modeling},
     author = {{Rachel Rudinger} and {Pushpendre Rastogi} and {Francis Ferraro} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/917a443df555fae2593a8554b119c440028c9dc0},
     year = {2015},
     month = sep,
     booktitle = {EMNLP}
   }
   

2. Chandler May, Francis Ferraro, A. McCree, Jonathan Wintrode, D. Garcia-Romero, and Benjamin Van Durme. 2015. Topic Identification and Discovery on Text and Speech. In EMNLP. [pdf] [bibtex]

   @inproceedings{14355130,
     title = {Topic Identification and Discovery on Text and Speech},
     author = {{Chandler May} and {Francis Ferraro} and {A. McCree} and {Jonathan Wintrode} and {D. Garcia-Romero} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/ffeebc1ed3c2b0a45cc8c703661773290629dfc5},
     year = {2015},
     month = sep,
     booktitle = {EMNLP}
   }
   

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

   @inproceedings{17858183,
     title = {Sublinear Partition Estimation},
     author = {{Pushpendre Rastogi} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/1508.01596},
     year = {2015},
     month = aug,
     booktitle = {ArXiv}
   }
   

4. D. Reisinger, Rachel Rudinger, Francis Ferraro, Craig Harman, Kyle Rawlins, and Benjamin Van Durme. 2015. Semantic Proto-Roles. In TACL. [pdf] [bibtex]

   @inproceedings{3011504,
     title = {Semantic Proto-Roles},
     author = {{D. Reisinger} and {Rachel Rudinger} and {Francis Ferraro} and {Craig Harman} and {Kyle Rawlins} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/cfb7a9eba3b701011a7843f832e3e3c2a34d4993},
     year = {2015},
     month = aug,
     booktitle = {TACL}
   }
   

5. Ellie Pavlick, Johan Bos, M. Nissim, Charley Beller, Benjamin Van Durme, and Chris Callison-Burch. 2015. Adding Semantics to Data-Driven Paraphrasing. In ACL. [pdf] [bibtex]

   @inproceedings{6713076,
     title = {Adding Semantics to Data-Driven Paraphrasing},
     author = {{Ellie Pavlick} and {Johan Bos} and {M. Nissim} and {Charley Beller} and {Benjamin Van Durme} and {Chris Callison-Burch}},
     url = {https://www.semanticscholar.org/paper/452a675962ae0c525ce61c7c222e3de2e2e7742c},
     year = {2015},
     month = jul,
     booktitle = {ACL}
   }
   

6. Ellie Pavlick, Juri Ganitkevitch, Tsz Ping Chan, Xuchen Yao, Benjamin Van Durme, and Chris Callison-Burch. 2015. Domain-Specific Paraphrase Extraction. In ACL. [pdf] [bibtex]

   @inproceedings{660960,
     title = {Domain-Specific Paraphrase Extraction},
     author = {{Ellie Pavlick} and {Juri Ganitkevitch} and {Tsz Ping Chan} and {Xuchen Yao} and {Benjamin Van Durme} and {Chris Callison-Burch}},
     url = {https://www.semanticscholar.org/paper/74ca1cbe0c49138fb14b38804df73a6dcbe194bc},
     year = {2015},
     month = jul,
     booktitle = {ACL}
   }
   

7. 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 ACL. [pdf] [bibtex]

   @inproceedings{9711750,
     title = {PPDB 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classification},
     author = {{Ellie Pavlick} and {Pushpendre Rastogi} and {Juri Ganitkevitch} and {Benjamin Van Durme} and {Chris Callison-Burch}},
     url = {https://www.semanticscholar.org/paper/a47a0b0859547f327760d27bf8ce09c6e6f21fa2},
     year = {2015},
     month = jul,
     booktitle = {ACL}
   }
   

8. Ellie Pavlick, T. Wolfe, Pushpendre Rastogi, Chris Callison-Burch, Mark Dredze, and Benjamin Van Durme. 2015. FrameNet+: Fast Paraphrastic Tripling of FrameNet. In ACL. [pdf] [bibtex]

   @inproceedings{602051,
     title = {FrameNet+: Fast Paraphrastic Tripling of FrameNet},
     author = {{Ellie Pavlick} and {T. Wolfe} and {Pushpendre Rastogi} and {Chris Callison-Burch} and {Mark Dredze} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/c1e031fdd2e71193e0baab2bea895ac0c32b0ccd},
     year = {2015},
     month = jul,
     booktitle = {ACL}
   }
   

9. Nanyun Peng, Francis Ferraro, Mo Yu, Nicholas Andrews, Jay DeYoung, Max Thomas, Matthew R. Gormley, T. Wolfe, Craig Harman, Benjamin Van Durme, and Mark Dredze. 2015. A Concrete Chinese NLP Pipeline. In NAACL. [pdf] [bibtex]

   @inproceedings{12544809,
     title = {A Concrete Chinese NLP Pipeline},
     author = {{Nanyun Peng} and {Francis Ferraro} and {Mo Yu} and {Nicholas Andrews} and {Jay DeYoung} and {Max Thomas} and {Matthew R. Gormley} and {T. Wolfe} and {Craig Harman} and {Benjamin Van Durme} and {Mark Dredze}},
     url = {https://www.semanticscholar.org/paper/63176a39e12ab74180d02a6005863d764abc0bf8},
     year = {2015},
     month = jun,
     booktitle = {NAACL}
   }
   

10. Rachel Rudinger, V. Demberg, Ashutosh Modi, Benjamin Van Durme, and Manfred Pinkal. 2015. Learning to predict script events from domain-specific text. In *SEMEVAL. [pdf] [bibtex]

    @inproceedings{8488024,
      title = {Learning to predict script events from domain-specific text},
      author = {{Rachel Rudinger} and {V. Demberg} and {Ashutosh Modi} and {Benjamin Van Durme} and {Manfred Pinkal}},
      url = {https://www.semanticscholar.org/paper/d987124b5b616f2958eaf0e27da0353c459d9037},
      year = {2015},
      month = jun,
      booktitle = {*SEMEVAL}
    }
    

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,
      title = {Interactive Knowledge Base Population},
      author = {{T. Wolfe} and {Mark Dredze} and {J. Mayfield} and {P. McNamee} and {Craig Harman} and {Timothy W. Finin} and {Benjamin Van Durme}},
      url = {https://arxiv.org/abs/1506.00301},
      year = {2015},
      month = may,
      booktitle = {ArXiv}
    }
    

12. Keith Levin, A. 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). [pdf] [bibtex]

    @inproceedings{2646247,
      title = {Segmental acoustic indexing for zero resource keyword search},
      author = {{Keith Levin} and {A. Jansen} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/a11b4da42e6392e8dba76ec6175da856a2e143b4},
      year = {2015},
      month = apr,
      booktitle = {2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}
    }
    

13. Pushpendre Rastogi, Benjamin Van Durme, and R. Arora. 2015. Multiview LSA: Representation Learning via Generalized CCA. In NAACL. [pdf] [bibtex]

    @inproceedings{2021980,
      title = {Multiview LSA: Representation Learning via Generalized CCA},
      author = {{Pushpendre Rastogi} and {Benjamin Van Durme} and {R. Arora}},
      url = {https://www.semanticscholar.org/paper/f00b1ef1014b4ef66846383fc2743776e510aed8},
      year = {2015},
      month = apr,
      booktitle = {NAACL}
    }
    

14. Svitlana Volkova and Benjamin Van Durme. 2015. Online Bayesian Models for Personal Analytics in Social Media. In AAAI. [pdf] [bibtex]

    @inproceedings{5742948,
      title = {Online Bayesian Models for Personal Analytics in Social Media},
      author = {{Svitlana Volkova} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/6837a302d86ce1a05488a0a033206ff0a5e4b5dd},
      year = {2015},
      month = jan,
      booktitle = {AAAI}
    }
    

15. Svitlana Volkova, Benjamin Van Durme, David Yarowsky, and Yoram Bachrach. 2015. Social Media Predictive Analytics. In NAACL. [pdf] [bibtex]

    @inproceedings{9789577,
      title = {Social Media Predictive Analytics},
      author = {{Svitlana Volkova} and {Benjamin Van Durme} and {David Yarowsky} and {Yoram Bachrach}},
      url = {https://www.semanticscholar.org/paper/3b2d5bcd1da62192e1b02902d5b032e6493fdbb7},
      year = {2015},
      booktitle = {NAACL}
    }
    

16. Ellie Pavlick, Johan Bos, M. Nissim, Charley Beller, Benjamin Van Durme, and Chris Callison-Burch. 2015. Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics (ACL 2015). In The Association for Computational Linguistics. [pdf] [bibtex]

    @inproceedings{57970994,
      title = {Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics (ACL 2015)},
      author = {{Ellie Pavlick} and {Johan Bos} and {M. Nissim} and {Charley Beller} and {Benjamin Van Durme} and {Chris Callison-Burch}},
      url = {https://www.semanticscholar.org/paper/50f5af4ae43c896c599a039dbe9461925e539c7a},
      year = {2015},
      booktitle = {The Association for Computational Linguistics}
    }
    

17. T. Wolfe, Mark Dredze, and Benjamin Van Durme. 2015. Predicate Argument Alignment using a Global Coherence Model. In NAACL. [pdf] [bibtex]

    @inproceedings{16257389,
      title = {Predicate Argument Alignment using a Global Coherence Model},
      author = {{T. Wolfe} and {Mark Dredze} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/c95bb473251a21f79c2396fc5b5541ed20e70399},
      year = {2015},
      booktitle = {NAACL}
    }
    

2014

1. Charley Beller, Craig Harman, and Benjamin Van Durme. 2014. Predicting Fine-grained Social Roles with Selectional Preferences. In LTCSS@ACL. [pdf] [bibtex]

   @inproceedings{14320316,
     title = {Predicting Fine-grained Social Roles with Selectional Preferences},
     author = {{Charley Beller} and {Craig Harman} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/022d697901309df36729f0351b288c510caa41a0},
     year = {2014},
     month = jun,
     booktitle = {LTCSS@ACL}
   }
   

2. Charley Beller, R. Knowles, Craig Harman, S. Bergsma, Margaret Mitchell, and Benjamin Van Durme. 2014. I’m a Belieber: Social Roles via Self-identification and Conceptual Attributes. In ACL. [pdf] [bibtex]

   @inproceedings{14258704,
     title = {I’m a Belieber: Social Roles via Self-identification and Conceptual Attributes},
     author = {{Charley Beller} and {R. Knowles} and {Craig Harman} and {S. Bergsma} and {Margaret Mitchell} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/210b5a80e93c133e184568cc7962875fb27530b3},
     year = {2014},
     month = jun,
     booktitle = {ACL}
   }
   

3. Xuchen Yao and Benjamin Van Durme. 2014. Information Extraction over Structured Data: Question Answering with Freebase. In ACL. [pdf] [bibtex]

   @inproceedings{2131938,
     title = {Information Extraction over Structured Data: Question Answering with Freebase},
     author = {{Xuchen Yao} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/319e572fcddff77513eed8a25effbc7d9ff8ef85},
     year = {2014},
     month = jun,
     booktitle = {ACL}
   }
   

4. Keisuke Sakaguchi, Matt Post, and Benjamin Van Durme. 2014. Efficient Elicitation of Annotations for Human Evaluation of Machine Translation. In WMT@ACL. [pdf] [bibtex]

   @inproceedings{12559071,
     title = {Efficient Elicitation of Annotations for Human Evaluation of Machine Translation},
     author = {{Keisuke Sakaguchi} and {Matt Post} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/4a7197348049018b8a1ed11295d02e8bf5747889},
     year = {2014},
     month = jun,
     booktitle = {WMT@ACL}
   }
   

5. Svitlana Volkova, Glen A. Coppersmith, and Benjamin Van Durme. 2014. Inferring User Political Preferences from Streaming Communications. In ACL. [pdf] [bibtex]

   @inproceedings{10948840,
     title = {Inferring User Political Preferences from Streaming Communications},
     author = {{Svitlana Volkova} and {Glen A. Coppersmith} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/5258a05f71d825d78bced1d23099bd3645309369},
     year = {2014},
     month = jun,
     booktitle = {ACL}
   }
   

6. Jacqueline Aguilar, Charley Beller, P. McNamee, Benjamin Van Durme, S. Strassel, Zhiyi Song, and J. Ellis. 2014. A Comparison of the Events and Relations Across ACE, ERE, TAC-KBP, and FrameNet Annotation Standards. In EVENTS@ACL. [pdf] [bibtex]

   @inproceedings{12793034,
     title = {A Comparison of the Events and Relations Across ACE, ERE, TAC-KBP, and FrameNet Annotation Standards},
     author = {{Jacqueline Aguilar} and {Charley Beller} and {P. McNamee} and {Benjamin Van Durme} and {S. Strassel} and {Zhiyi Song} and {J. Ellis}},
     url = {https://www.semanticscholar.org/paper/7fa072aaecb006e7d4435814ea469af6baded9f9},
     year = {2014},
     month = jun,
     booktitle = {EVENTS@ACL}
   }
   

7. Matthew R. Gormley, Margaret Mitchell, Benjamin Van Durme, and Mark Dredze. 2014. Low-Resource Semantic Role Labeling. In ACL. [pdf] [bibtex]

   @inproceedings{5493618,
     title = {Low-Resource Semantic Role Labeling},
     author = {{Matthew R. Gormley} and {Margaret Mitchell} and {Benjamin Van Durme} and {Mark Dredze}},
     url = {https://www.semanticscholar.org/paper/885a08f2afa37641a23ba69844295a4e5d86406e},
     year = {2014},
     month = jun,
     booktitle = {ACL}
   }
   

8. Chandler May, Alex Clemmer, and Benjamin Van Durme. 2014. Particle Filter Rejuvenation and Latent Dirichlet Allocation. In ACL. [pdf] [bibtex]

   @inproceedings{14046602,
     title = {Particle Filter Rejuvenation and Latent Dirichlet Allocation},
     author = {{Chandler May} and {Alex Clemmer} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/9d21762e544bee505d32c87c13eea126680fddad},
     year = {2014},
     month = jun,
     booktitle = {ACL}
   }
   

9. Xuchen Yao, Jonathan Berant, and Benjamin Van Durme. 2014. Freebase QA: Information Extraction or Semantic Parsing? In ACL 2014. [pdf] [bibtex]

   @inproceedings{5915651,
     title = {Freebase QA: Information Extraction or Semantic Parsing?},
     author = {{Xuchen Yao} and {Jonathan Berant} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/b75329489baf067e6f7bbb74f16ffd49fba80dfa},
     year = {2014},
     month = jun,
     booktitle = {ACL 2014}
   }
   

10. M. Osborne, Ashwin Lall, and Benjamin Van Durme. 2014. Exponential Reservoir Sampling for Streaming Language Models. In ACL. [pdf] [bibtex]

    @inproceedings{12183385,
      title = {Exponential Reservoir Sampling for Streaming Language Models},
      author = {{M. Osborne} and {Ashwin Lall} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/bdcbbd927f33a4967b66aa0253cbf3804fdc5ca4},
      year = {2014},
      month = jun,
      booktitle = {ACL}
    }
    

11. Rachel Rudinger and Benjamin Van Durme. 2014. Is the Stanford Dependency Representation Semantic? In EVENTS@ACL. [pdf] [bibtex]

    @inproceedings{1663500,
      title = {Is the Stanford Dependency Representation Semantic?},
      author = {{Rachel Rudinger} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/d7feba56d0b418c66c33944b3aa5c197fc91737a},
      year = {2014},
      month = jun,
      booktitle = {EVENTS@ACL}
    }
    

12. Pushpendre Rastogi and Benjamin Van Durme. 2014. Augmenting FrameNet Via PPDB. In EVENTS@ACL. [pdf] [bibtex]

    @inproceedings{6155698,
      title = {Augmenting FrameNet Via PPDB},
      author = {{Pushpendre Rastogi} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/e7a871ac24b552d0d44732733cc42876d1364ea3},
      year = {2014},
      month = jun,
      booktitle = {EVENTS@ACL}
    }
    

13. Alex B. Fine, A. F. Frank, T. Jaeger, and Benjamin Van Durme. 2014. Biases in Predicting the Human Language Model. In ACL. [pdf] [bibtex]

    @inproceedings{15105422,
      title = {Biases in Predicting the Human Language Model},
      author = {{Alex B. Fine} and {A. F. Frank} and {T. Jaeger} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/e9b93e2b7ebf05d480a1e66fdc7feea2ce18ff25},
      year = {2014},
      month = jun,
      booktitle = {ACL}
    }
    

14. Jennifer Drexler, Pushpendre Rastogi, Jacqueline Aguilar, Benjamin Van Durme, and Matt Post. 2014. A Wikipedia-based Corpus for Contextualized Machine Translation. In LREC. [pdf] [bibtex]

    @inproceedings{6322805,
      title = {A Wikipedia-based Corpus for Contextualized Machine Translation},
      author = {{Jennifer Drexler} and {Pushpendre Rastogi} and {Jacqueline Aguilar} and {Benjamin Van Durme} and {Matt Post}},
      url = {https://www.semanticscholar.org/paper/c2822d4fb0c89ea23ffbd5f3f7a77595015e5c16},
      year = {2014},
      month = may,
      booktitle = {LREC}
    }
    

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

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

2013

1. Xuchen Yao, Benjamin Van Durme, Chris Callison-Burch, and Peter Clark. 2013. Semi-Markov Phrase-Based Monolingual Alignment. In EMNLP. [pdf] [bibtex]

   @inproceedings{9895822,
     title = {Semi-Markov Phrase-Based Monolingual Alignment},
     author = {{Xuchen Yao} and {Benjamin Van Durme} and {Chris Callison-Burch} and {Peter Clark}},
     url = {https://www.semanticscholar.org/paper/1375a19dd4429a064d7fee959ff07d495ba8c06c},
     year = {2013},
     month = oct,
     booktitle = {EMNLP}
   }
   

2. Margaret Mitchell, Jacqui Aguilar, Theresa Wilson, and Benjamin Van Durme. 2013. Open Domain Targeted Sentiment. In EMNLP. [pdf] [bibtex]

   @inproceedings{2425494,
     title = {Open Domain Targeted Sentiment},
     author = {{Margaret Mitchell} and {Jacqui Aguilar} and {Theresa Wilson} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/a3c255cd8470ae84de274c733d35200736257d32},
     year = {2013},
     month = oct,
     booktitle = {EMNLP}
   }
   

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

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

4. T. 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 ACL. [pdf] [bibtex]

   @inproceedings{1147778,
     title = {PARMA: A Predicate Argument Aligner},
     author = {{T. Wolfe} and {Benjamin Van Durme} and {Mark Dredze} and {Nicholas Andrews} and {Charley Beller} and {Chris Callison-Burch} and {Jay DeYoung} and {Justin Snyder} and {Jonathan Weese} and {Tan Xu} and {Xuchen Yao}},
     url = {https://www.semanticscholar.org/paper/2c41fb6c7a1297a09a045f8c8f4fbba8800229a3},
     year = {2013},
     month = aug,
     booktitle = {ACL}
   }
   

5. Xuchen Yao, Benjamin Van Durme, Chris Callison-Burch, and Peter Clark. 2013. A Lightweight and High Performance Monolingual Word Aligner. In ACL. [pdf] [bibtex]

   @inproceedings{2391673,
     title = {A Lightweight and High Performance Monolingual Word Aligner},
     author = {{Xuchen Yao} and {Benjamin Van Durme} and {Chris Callison-Burch} and {Peter Clark}},
     url = {https://www.semanticscholar.org/paper/7c94a02aa8f74032fa90150d1584a1b1247bc947},
     year = {2013},
     month = aug,
     booktitle = {ACL}
   }
   

6. S. Bergsma and Benjamin Van Durme. 2013. Using Conceptual Class Attributes to Characterize Social Media Users. In ACL. [pdf] [bibtex]

   @inproceedings{5132275,
     title = {Using Conceptual Class Attributes to Characterize Social Media Users},
     author = {{S. Bergsma} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/7ccc67b97c95e9cfb8f553da0af87d0c38d2d7df},
     year = {2013},
     month = aug,
     booktitle = {ACL}
   }
   

7. Xuchen Yao, Benjamin Van Durme, and Peter Clark. 2013. Automatic Coupling of Answer Extraction and Information Retrieval. In ACL. [pdf] [bibtex]

   @inproceedings{13508168,
     title = {Automatic Coupling of Answer Extraction and Information Retrieval},
     author = {{Xuchen Yao} and {Benjamin Van Durme} and {Peter Clark}},
     url = {https://www.semanticscholar.org/paper/97ef1e8e5860ba2102058cccb39bae94c0d441fb},
     year = {2013},
     month = aug,
     booktitle = {ACL}
   }
   

8. Xuchen Yao, Benjamin Van Durme, Chris Callison-Burch, and Peter Clark. 2013. Answer Extraction as Sequence Tagging with Tree Edit Distance. In NAACL. [pdf] [bibtex]

   @inproceedings{14644892,
     title = {Answer Extraction as Sequence Tagging with Tree Edit Distance},
     author = {{Xuchen Yao} and {Benjamin Van Durme} and {Chris Callison-Burch} and {Peter Clark}},
     url = {https://www.semanticscholar.org/paper/228920ddc0d376c376ae534ceed589005f51867a},
     year = {2013},
     month = jun,
     booktitle = {NAACL}
   }
   

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

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

10. S. 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 NAACL. [pdf] [bibtex]

    @inproceedings{10116260,
      title = {Broadly Improving User Classification via Communication-Based Name and Location Clustering on Twitter},
      author = {{S. Bergsma} and {Mark Dredze} and {Benjamin Van Durme} and {Theresa Wilson} and {David Yarowsky}},
      url = {https://www.semanticscholar.org/paper/912c1b866c001d98f7091f8a28335f83d42e4856},
      year = {2013},
      month = jun,
      booktitle = {NAACL}
    }
    

11. Juri Ganitkevitch, Benjamin Van Durme, and Chris Callison-Burch. 2013. PPDB: The Paraphrase Database. In NAACL. [pdf] [bibtex]

    @inproceedings{6067240,
      title = {PPDB: The Paraphrase Database},
      author = {{Juri Ganitkevitch} and {Benjamin Van Durme} and {Chris Callison-Burch}},
      url = {https://www.semanticscholar.org/paper/ef12383f516840ec1ec998cd5921dfc6e197c9b2},
      year = {2013},
      month = jun,
      booktitle = {NAACL}
    }
    

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

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

13. 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,
      title = {Nerit: Named Entity Recognition for Informal Text},
      author = {{David Etter} and {Francis Ferraro} and {Ryan Cotterell} and {Olivia Buzek} and {Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/5920903e1c2c7ea165ad84a8fe6dbafdd586cbe7},
      year = {2013},
      booktitle = {Human Language Technology Center of Excellence, Johns Hopkins, vol. Technical Report 11 (2013)}
    }
    

2012

1. Vinodkumar Prabhakaran, Michael Bloodgood, Mona T. Diab, B. Dorr, Lori S. Levin, C. Piatko, Owen Rambow, and Benjamin Van Durme. 2012. Statistical Modality Tagging from Rule-based Annotations and Crowdsourcing. In ExProM@ACL. [pdf] [bibtex]

   @inproceedings{4895021,
     title = {Statistical Modality Tagging from Rule-based Annotations and Crowdsourcing},
     author = {{Vinodkumar Prabhakaran} and {Michael Bloodgood} and {Mona T. Diab} and {B. Dorr} and {Lori S. Levin} and {C. Piatko} and {Owen Rambow} and {Benjamin Van Durme}},
     url = {https://arxiv.org/abs/1503.01190},
     year = {2012},
     month = jul,
     booktitle = {ExProM@ACL}
   }
   

2. Benjamin Van Durme. 2012. Streaming Analysis of Discourse Participants. In EMNLP-CoNLL. [pdf] [bibtex]

   @inproceedings{7068371,
     title = {Streaming Analysis of Discourse Participants},
     author = {{Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/85d392959992de219a30d5b56a719178d2dc1051},
     year = {2012},
     month = jul,
     booktitle = {EMNLP-CoNLL}
   }
   

3. Francis Ferraro, Benjamin Van Durme, and Matt Post. 2012. Toward Tree Substitution Grammars with Latent Annotations. In HLT-NAACL 2012. [pdf] [bibtex]

   @inproceedings{17441119,
     title = {Toward Tree Substitution Grammars with Latent Annotations},
     author = {{Francis Ferraro} and {Benjamin Van Durme} and {Matt Post}},
     url = {https://www.semanticscholar.org/paper/0c03b9a872871e9cf670324a51308c21cc562ded},
     year = {2012},
     month = jun,
     booktitle = {HLT-NAACL 2012}
   }
   

4. Francis Ferraro, Matt Post, and Benjamin Van Durme. 2012. Judging Grammaticality with Count-Induced Tree Substitution Grammars. In BEA@NAACL-HLT. [pdf] [bibtex]

   @inproceedings{12752913,
     title = {Judging Grammaticality with Count-Induced Tree Substitution Grammars},
     author = {{Francis Ferraro} and {Matt Post} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/0cc10e27774998a79fe23d77dc40f06b0c6ae127},
     year = {2012},
     month = jun,
     booktitle = {BEA@NAACL-HLT}
   }
   

5. Juri Ganitkevitch, Benjamin Van Durme, and Chris Callison-Burch. 2012. Monolingual Distributional Similarity for Text-to-Text Generation. In *SEMEVAL. [pdf] [bibtex]

   @inproceedings{7940733,
     title = {Monolingual Distributional Similarity for Text-to-Text Generation},
     author = {{Juri Ganitkevitch} and {Benjamin Van Durme} and {Chris Callison-Burch}},
     url = {https://www.semanticscholar.org/paper/1712a1fe73876f43b3637ef6490b57fae98e7b54},
     year = {2012},
     month = jun,
     booktitle = {*SEMEVAL}
   }
   

6. Courtney Napoles, Matthew R. Gormley, and Benjamin Van Durme. 2012. Annotated Gigaword. In AKBC-WEKEX@NAACL-HLT. [pdf] [bibtex]

   @inproceedings{9586240,
     title = {Annotated Gigaword},
     author = {{Courtney Napoles} and {Matthew R. Gormley} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/1d1d8900596aec8759239e2739f777a9ed77b717},
     year = {2012},
     month = jun,
     booktitle = {AKBC-WEKEX@NAACL-HLT}
   }
   

7. Brian Kjersten and Benjamin Van Durme. 2012. Space Efficiencies in Discourse Modeling via Conditional Random Sampling. In NAACL. [pdf] [bibtex]

   @inproceedings{2076973,
     title = {Space Efficiencies in Discourse Modeling via Conditional Random Sampling},
     author = {{Brian Kjersten} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/2d184015f6d0e71406090d27dc7245e1b368af87},
     year = {2012},
     month = jun,
     booktitle = {NAACL}
   }
   

8. Xuchen Yao, Benjamin Van Durme, and Chris Callison-Burch. 2012. Expectations of Word Sense in Parallel Corpora. In NAACL. [pdf] [bibtex]

   @inproceedings{467937,
     title = {Expectations of Word Sense in Parallel Corpora},
     author = {{Xuchen Yao} and {Benjamin Van Durme} and {Chris Callison-Burch}},
     url = {https://www.semanticscholar.org/paper/4db803ec5559bf58586e7f8c9ad878820ac3b969},
     year = {2012},
     month = jun,
     booktitle = {NAACL}
   }
   

9. Matthew R. Gormley, Mark Dredze, Benjamin Van Durme, and Jason Eisner. 2012. Shared Components Topic Models. In NAACL. [pdf] [bibtex]

   @inproceedings{8102808,
     title = {Shared Components Topic Models},
     author = {{Matthew R. Gormley} and {Mark Dredze} and {Benjamin Van Durme} and {Jason Eisner}},
     url = {https://www.semanticscholar.org/paper/656f58536828c4396d542fe3c17c7e53a23ce3ae},
     year = {2012},
     month = jun,
     booktitle = {NAACL}
   }
   

10. 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,
      title = {Jerboa: A Toolkit for Randomized and Streaming Algorithms},
      author = {{Benjamin Van Durme}},
      url = {https://www.semanticscholar.org/paper/13707dd6fa50b4ca6f9a2470284e4f0f45f33e2d},
      year = {2012},
      booktitle = {Technical Report 7, Human Language Technology Center of Excellence}
    }
    

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

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

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

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

2. Tsz Ping Chan, Chris Callison-Burch, and Benjamin Van Durme. 2011. Reranking Bilingually Extracted Paraphrases Using Monolingual Distributional Similarity. In GEMS. [pdf] [bibtex]

   @inproceedings{6502219,
     title = {Reranking Bilingually Extracted Paraphrases Using Monolingual Distributional Similarity},
     author = {{Tsz Ping Chan} and {Chris Callison-Burch} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/135ecd32a3a569efc7c7f24c9a95abc415b878f2},
     year = {2011},
     month = jul,
     booktitle = {GEMS}
   }
   

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 EMNLP. [pdf] [bibtex]

   @inproceedings{10616734,
     title = {Learning Sentential Paraphrases from Bilingual Parallel Corpora for Text-to-Text Generation},
     author = {{Juri Ganitkevitch} and {Chris Callison-Burch} and {Courtney Napoles} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/3b5b47c2527c6a77ccde8e64228966abc1c97e18},
     year = {2011},
     month = jul,
     booktitle = {EMNLP}
   }
   

4. Shane Bergsma and Benjamin Van Durme. 2011. Learning Bilingual Lexicons Using the Visual Similarity of Labeled Web Images. In International Joint Conference on Artificial Intelligence. [pdf] [bibtex]

   @inproceedings{5703661,
     title = {Learning Bilingual Lexicons Using the Visual Similarity of Labeled Web Images},
     author = {{Shane Bergsma} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/c063ad407bfe9147003ec995b8e22b5939763c26},
     year = {2011},
     month = jul,
     booktitle = {International Joint Conference on Artificial Intelligence}
   }
   

5. Courtney Napoles, Chris Callison-Burch, Juri Ganitkevitch, and Benjamin Van Durme. 2011. Paraphrastic Sentence Compression with a Character-based Metric: Tightening without Deletion. In Monolingual@ACL. [pdf] [bibtex]

   @inproceedings{4946068,
     title = {Paraphrastic Sentence Compression with a Character-based Metric: Tightening without Deletion},
     author = {{Courtney Napoles} and {Chris Callison-Burch} and {Juri Ganitkevitch} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/5d9de7d10cc7afc66a1e47d70da8d4e415d23c5d},
     year = {2011},
     month = jun,
     booktitle = {Monolingual@ACL}
   }
   

6. Courtney Napoles, Benjamin Van Durme, and Chris Callison-Burch. 2011. Evaluating Sentence Compression: Pitfalls and Suggested Remedies. In Monolingual@ACL. [pdf] [bibtex]

   @inproceedings{4941800,
     title = {Evaluating Sentence Compression: Pitfalls and Suggested Remedies},
     author = {{Courtney Napoles} and {Benjamin Van Durme} and {Chris Callison-Burch}},
     url = {https://www.semanticscholar.org/paper/d04476655934b69d904e4e80345dc59dbba89ddb},
     year = {2011},
     month = jun,
     booktitle = {Monolingual@ACL}
   }
   

7. Benjamin Van Durme and Ashwin Lall. 2011. Efficient Online Locality Sensitive Hashing via Reservoir Counting. In ACL. [pdf] [bibtex]

   @inproceedings{12595119,
     title = {Efficient Online Locality Sensitive Hashing via Reservoir Counting},
     author = {{Benjamin Van Durme} and {Ashwin Lall}},
     url = {https://www.semanticscholar.org/paper/eb2051e9a5ee439c751116f162a1f10398b87ff2},
     year = {2011},
     month = jun,
     booktitle = {ACL}
   }
   

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 Monolingual Text-To-Text Generation. [pdf] [bibtex]

   @inproceedings{7472101,
     title = {WikiTopics: What is Popular on Wikipedia and Why},
     author = {{Byung-Gyu Ahn} and {Benjamin Van Durme} and {Chris Callison-Burch}},
     url = {https://www.semanticscholar.org/paper/efd94facdac7a3dbc653779ac4102d71aee3e25c},
     year = {2011},
     month = jun,
     booktitle = {Proceedings of the Workshop on Monolingual Text-To-Text Generation}
   }
   

9. Xuchen Yao and Benjamin Van Durme. 2011. Nonparametric Bayesian Word Sense Induction. In Graph-based Methods for Natural Language Processing. [pdf] [bibtex]

   @inproceedings{14478375,
     title = {Nonparametric Bayesian Word Sense Induction},
     author = {{Xuchen Yao} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/fc50b0ae1f823d6545529ed6c44323678653806f},
     year = {2011},
     month = jun,
     booktitle = {Graph-based Methods for Natural Language Processing}
   }
   

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,
      title = {Reports of the AAAI 2010 Fall Symposia},
      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}},
      url = {https://www.semanticscholar.org/paper/bc4c61f6c8c7ea1530c65eb5d09ebe3ab67c2f1d},
      year = {2011},
      month = mar,
      booktitle = {AI Mag.}
    }
    

11. Katja Filippova, Stephen Wan, Csiro, A. Belz, Michel Galley, Microsoft Kevin Knight, E. Marsi, K. McKeown, Ryan T. McDonald, Cécile Google, Michael Paris, Strube, David M. Zajic, Noah Smith, Houda Bouamor, Aurélien Max, Gabriel Illouz, Anne, Stefan Bott, et al. 2011. Web-based validation for contextual targeted paraphrasing. In Proceedings of the Workshop on Monolingual Text-To-Text Generation. [pdf] [bibtex]

    @inproceedings{16250006,
      title = {Web-based validation for contextual targeted paraphrasing},
      author = {{Katja Filippova} and {Stephen Wan} and {Csiro} and {A. Belz} and {Michel Galley} and {Microsoft Kevin Knight} and {E. Marsi} and {K. McKeown} and {Ryan T. McDonald} and {Cécile Google} and {Michael Paris} and {Strube} and {David M. Zajic} and {Noah Smith} and {Houda Bouamor} and {Aurélien Max} and {Gabriel Illouz} and {Anne} and {Stefan Bott} and {Horacio} and {S. Wubben} and {Antal van den Bosch} and {Courtney Napoles} and {Chris Callison-Burch} and {Juri Ganitkevitch} and {Benjamin Van} and {Benjamin Van Durme} and {Chris} and {W. Coster} and {David Kauchak} and {Anne Vilnat} and {Horacio Saggion} and {Emiel Krahmer} and {Annie Louis} and {A. Nenkova} and {K. Thadani} and {M. Elsner} and {Deepak Santhanam} and {Scott Martin} and {Michael White} and {W. Coster}},
      url = {https://www.semanticscholar.org/paper/9657a8030b4939b9362cf13be98883f52f9af1c7},
      year = {2011},
      booktitle = {Proceedings of the Workshop on Monolingual Text-To-Text Generation}
    }
    

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

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

2. Benjamin Van Durme and Ashwin Lall. 2010. Online Generation of Locality Sensitive Hash Signatures. In ACL. [pdf] [bibtex]

   @inproceedings{10382194,
     title = {Online Generation of Locality Sensitive Hash Signatures},
     author = {{Benjamin Van Durme} and {Ashwin Lall}},
     url = {https://www.semanticscholar.org/paper/aadd6436737999fa395bcd18f61013fb7583918b},
     year = {2010},
     month = jul,
     booktitle = {ACL}
   }
   

3. Jonathan Gordon, Benjamin Van Durme, and Lenhart K. Schubert. 2010. Evaluation of Commonsense Knowledge with Mechanical Turk. In Mturk@HLT-NAACL. [pdf] [bibtex]

   @inproceedings{6832438,
     title = {Evaluation of Commonsense Knowledge with Mechanical Turk},
     author = {{Jonathan Gordon} and {Benjamin Van Durme} and {Lenhart K. Schubert}},
     url = {https://www.semanticscholar.org/paper/d8305a3bb7259ca3b229aa097693ef5922cdcb2f},
     year = {2010},
     month = jun,
     booktitle = {Mturk@HLT-NAACL}
   }
   

4. Diego Marcheggiani, Michael Roth, Ivan Titov, and Benjamin Van Durme. 2010. Semantic Role Labeling. In North American Chapter of the Association for Computational Linguistics. [pdf] [bibtex]

   @inproceedings{58705267,
     title = {Semantic Role Labeling},
     author = {{Diego Marcheggiani} and {Michael Roth} and {Ivan Titov} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/c4100faa2cc35bc72e61dcbb173f1fee5e8e8840},
     year = {2010},
     month = jan,
     booktitle = {North American Chapter of the Association for Computational Linguistics}
   }
   

5. 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,
     title = {Learning from the Web: Extracting General World Knowledge from Noisy Text},
     author = {{Jonathan Gordon} and {Benjamin Van Durme} and {Lenhart K. Schubert}},
     url = {https://www.semanticscholar.org/paper/2a42a1df4860e026a1b5eb9973c3b5c7b427c079},
     year = {2010},
     booktitle = {Collaboratively-Built Knowledge Sources and AI}
   }
   

6. Catherine Havasi, Douglas B. Lenat, and Benjamin Van Durme. 2010. Preface. In AAAI Fall Symposium: Commonsense Knowledge. [pdf] [bibtex]

   @inproceedings{263890750,
     title = {Preface},
     author = {{Catherine Havasi} and {Douglas B. Lenat} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/699748263b85a2dba4fa2a203e079e545695b711},
     year = {2010},
     booktitle = {AAAI Fall Symposium: Commonsense Knowledge}
   }
   

2009

1. Benjamin Van Durme and Ashwin Lall. 2009. Streaming Pointwise Mutual Information. In NIPS. [pdf] [bibtex]

   @inproceedings{6739588,
     title = {Streaming Pointwise Mutual Information},
     author = {{Benjamin Van Durme} and {Ashwin Lall}},
     url = {https://www.semanticscholar.org/paper/7d596f0d8d3993c462ff28cc99bff1f487a270d5},
     year = {2009},
     month = dec,
     booktitle = {NIPS}
   }
   

2. 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,
     title = {Weblogs as a source for extracting general world knowledge},
     author = {{Jonathan Gordon} and {Benjamin Van Durme} and {Lenhart K. Schubert}},
     url = {https://www.semanticscholar.org/paper/382e227443ac349decdf7ab027942901a89d4167},
     year = {2009},
     month = sep,
     booktitle = {K-CAP '09}
   }
   

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

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

4. 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,
     title = {Topic Models for Corpus-centric Knowledge Generalization},
     author = {{Benjamin Van Durme} and {D. Gildea}},
     url = {https://www.semanticscholar.org/paper/8aee8100a94f197e4dd72b509772c56bcfd81b82},
     year = {2009},
     month = jun,
     booktitle = {Technical Report TR-946, Department of Computer Science, University of Rochester}
   }
   

5. Ting Qian, Benjamin Van Durme, and Lenhart K. Schubert. 2009. Building a Semantic Lexicon of English Nouns via Bootstrapping. In NAACL. [pdf] [bibtex]

   @inproceedings{6639754,
     title = {Building a Semantic Lexicon of English Nouns via Bootstrapping},
     author = {{Ting Qian} and {Benjamin Van Durme} and {Lenhart K. Schubert}},
     url = {https://www.semanticscholar.org/paper/f6971bb46c284d12777757b9a871a9b6f712d37e},
     year = {2009},
     month = jun,
     booktitle = {NAACL}
   }
   

6. Benjamin Van Durme, Phillip Michalak, and Lenhart K. Schubert. 2009. Deriving Generalized Knowledge from Corpora Using WordNet Abstraction. In EACL. [pdf] [bibtex]

   @inproceedings{2460299,
     title = {Deriving Generalized Knowledge from Corpora Using WordNet Abstraction},
     author = {{Benjamin Van Durme} and {Phillip Michalak} and {Lenhart K. Schubert}},
     url = {https://www.semanticscholar.org/paper/cbd4cfd93bdada705534daf22a9cf47627ca7b23},
     year = {2009},
     month = mar,
     booktitle = {EACL}
   }
   

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

2008

1. Benjamin Van Durme and Lenhart K. Schubert. 2008. Open Knowledge Extraction through Compositional Language Processing. In STEP. [pdf] [bibtex]

   @inproceedings{2077889,
     title = {Open Knowledge Extraction through Compositional Language Processing},
     author = {{Benjamin Van Durme} and {Lenhart K. Schubert}},
     url = {https://www.semanticscholar.org/paper/2fd2729412765cfaebdf78272aba7068bdbdc19b},
     year = {2008},
     month = sep,
     booktitle = {STEP}
   }
   

2. Benjamin Van Durme, Ting Qian, and Lenhart K. Schubert. 2008. Class-Driven Attribute Extraction. In COLING. [pdf] [bibtex]

   @inproceedings{7198729,
     title = {Class-Driven Attribute Extraction},
     author = {{Benjamin Van Durme} and {Ting Qian} and {Lenhart K. Schubert}},
     url = {https://www.semanticscholar.org/paper/9dab7a963f6d1f3fffb4caad1cd59b602d1b7eb8},
     year = {2008},
     month = aug,
     booktitle = {COLING}
   }
   

3. 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,
     title = {Finding Cars, Goddesses and Enzymes: Parametrizable Acquisition of Labeled Instances for Open-Domain Information Extraction},
     author = {{Benjamin Van Durme} and {Marius Pasca}},
     url = {https://www.semanticscholar.org/paper/13a84e7cf04cc5203b1b7eac57a52079ea4da64e},
     year = {2008},
     month = jul,
     booktitle = {AAAI}
   }
   

4. Dekang Lin, Shaojun Zhao, Benjamin Van Durme, and Marius Pasca. 2008. Mining Parenthetical Translations from the Web by Word Alignment. In ACL. [pdf] [bibtex]

   @inproceedings{7710382,
     title = {Mining Parenthetical Translations from the Web by Word Alignment},
     author = {{Dekang Lin} and {Shaojun Zhao} and {Benjamin Van Durme} and {Marius Pasca}},
     url = {https://www.semanticscholar.org/paper/6fdebb7a2082eabc42dbad8b34b80cf43d0c1755},
     year = {2008},
     month = jun,
     booktitle = {ACL}
   }
   

5. Marius Pasca and Benjamin Van Durme. 2008. Weakly-Supervised Acquisition of Open-Domain Classes and Class Attributes from Web Documents and Query Logs. In ACL. [pdf] [bibtex]

   @inproceedings{2512478,
     title = {Weakly-Supervised Acquisition of Open-Domain Classes and Class Attributes from Web Documents and Query Logs},
     author = {{Marius Pasca} and {Benjamin Van Durme}},
     url = {https://www.semanticscholar.org/paper/aaf06a6e9053cc213334283c4519020edb806efa},
     year = {2008},
     month = jun,
     booktitle = {ACL}
   }
   

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

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

2007

1. Marius Pasca, Benjamin Van Durme, and Nikesh Garera. 2007. The role of documents vs. queries in extracting class attributes from text. In International Conference on Information and Knowledge Management. [pdf] [bibtex]

   @inproceedings{5718236,
     title = {The role of documents vs. queries in extracting class attributes from text},
     author = {{Marius Pasca} and {Benjamin Van Durme} and {Nikesh Garera}},
     url = {https://www.semanticscholar.org/paper/5fcd448f5822de26e6e617eaad42e70d15b73ef0},
     year = {2007},
     month = nov,
     booktitle = {International Conference on Information and Knowledge Management}
   }
   

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

2004

1. Anna Kupsc, T. Mitamura, Benjamin Van Durme, and Eric Nyberg. 2004. Pronominal Anaphora Resolution for Unrestricted Text. In LREC. [pdf] [bibtex]

   @inproceedings{17726526,
     title = {Pronominal Anaphora Resolution for Unrestricted Text},
     author = {{Anna Kupsc} and {T. Mitamura} and {Benjamin Van Durme} and {Eric Nyberg}},
     url = {https://www.semanticscholar.org/paper/27af01f3bcd05f33a64f31f456f54760edab3501},
     year = {2004},
     booktitle = {LREC}
   }
   

2003

1. Benjamin Van Durme, Yifen Huang, Anna Kupsc, and Eric Nyberg. 2003. Towards light semantic processing for question answering. In HLT-NAACL 2003. [pdf] [bibtex]

   @inproceedings{11376369,
     title = {Towards light semantic processing for question answering},
     author = {{Benjamin Van Durme} and {Yifen Huang} and {Anna Kupsc} and {Eric Nyberg}},
     url = {https://www.semanticscholar.org/paper/2f04022e2bd8768cdddaeca76ad11f23e084be0c},
     year = {2003},
     month = may,
     booktitle = {HLT-NAACL 2003}
   }
   

2. Eric Nyberg, T. Mitamura, Jamie Callan, J. Carbonell, R. Frederking, Kevyn Collins-Thompson, L. 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 Text Retrieval Conference. [pdf] [bibtex]

   @inproceedings{2814089,
     title = {The JAVELIN Question-Answering System at TREC 2003: A Multi-Strategh Approach with Dynamic Planning},
     author = {{Eric Nyberg} and {T. Mitamura} and {Jamie Callan} and {J. Carbonell} and {R. Frederking} and {Kevyn Collins-Thompson} and {L. 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}},
     url = {https://www.semanticscholar.org/paper/78565223fb7a81869749e0a0073894807eaee554},
     year = {2003},
     booktitle = {Text Retrieval Conference}
   }