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Adam Poliak

Adam Poliak

JHU, Computer Science , 2015 -- ...
PhD advisee


Co-authored Publications

  1. Adam Poliak, Aparajita Haldar, Rachel Rudinger, J. Edward Hu, Ellie Pavlick, Aaron Steven White, and Benjamin Van Durme. 2018. Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation. In Empirical Methods in Natural Language Processing (EMNLP). [bibtex]
  2. Pushpendre Rastogi, Adam Poliak, Vince Lyzinski, and Benjamin Van Durme. 2018. Neural Variational Entity Set Expansion for Automatically Populated Knowledge Graphs. In Proceedings of the SIGIR Workshop on Knowledge Graphs and Semantics for Text Retrieval, Analysis, and Understanding (KG4IR). [2 (abstract) pages] [pdf] [bibtex] [abstract]
  3. Adam Poliak, Jason Naradowsky, Aparajita Haldar, Rachel Rudinger, and Benjamin Van Durme. 2018. Hypothesis Only Baselines in Natural Language Inference. In Joint Conference on Lexical and Computational Semantics (StarSem). [12 pages] [pdf] [code] [bibtex] [abstract]
  4. Adam Poliak, Yonatan Belinkov, James Glass, and Benjamin Van Durme. 2018. Evaluating Fine-grained Semantic Phenomena in Neural Machine Translation Encoders Using Entailment. In Proceedings of the Annual Meeting of the North American Association of Computational Linguistics (NAACL). [7 pages] [pdf] [bibtex] [abstract]
  5. Pushpendre Rastogi, Adam Poliak, and Benjamin Van Durme. 2017. Training Relation Embeddings under Logical Constraints. In E. Meij L. Dietz C. Xiong, editor, Proceedings of the First Workshop on Knowledge Graphs and Semantics for Text Retrieval and Analysis (KG4IR). [7 pages] [pdf] [bibtex] [abstract]
  6. Benjamin Van Durme, Tom Lippincott, Kevin Duh, Deana Burchfield, Adam Poliak, Cash Costello, Tim Finin, Scott Miller, James Mayfield, Philipp Koehn, Craig Harman, Dawn Lawrie, Chandler May, Max Thomas, Julianne Chaloux, Annabelle Carrell, Tongfei Chen, Alex Comerford, Mark Dredze, et al. 2017. CADET: Computer Assisted Discovery Extraction and Translation. In Proceedings of the 8th International Conference on Natural Language Processing (IJCNLP): System Demonstrations. [4 pages] [pdf] [bibtex] [abstract]
  7. Francis Ferraro, Adam Poliak, Ryan Cotterell, and Benjamin Van Durme. 2017. Frame-Based Continuous Lexical Semantics through Exponential Family Tensor Factorization and Semantic Proto-Roles. In Proceedings of the 6th Joint Conference on Lexical and Computational Semantics (*SEM 2017). [6 pages] [pdf] [bibtex] [abstract]
  8. Ryan Cotterell, Adam Poliak, Benjamin Van Durme, and Jason Eisner. 2017. Explaining and Generalizing Skip-Gram through Exponential Family Principal Component Analysis. In The 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL). [7 pages] [pdf] [bibtex] [abstract]
  9. Adam Poliak, Pushpendre Rastogi, and Benjamin Van Durme. 2017. Efficient, Compositional, Order-sensitive n-gram Embeddings. In The 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL). [6 pages] [pdf] [bibtex] [abstract]
  10. Adam Teichert, Adam Poliak, Benjamin Van Durme, and Matthew Gormley. 2017. Semantic Proto-Role Labeling. In AAAI Conference on Artificial Intelligence (AAAI). [7 pages] [pdf] [bibtex] [abstract]