🧑‍🔬 William W. Cohen — all works

38 works · ← William W. Cohen

1. HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Zhilin Yang, Peng Qi, Saizheng Zhang, et al.2018 · 3,557 citations
2. PubMedQA: A Dataset for Biomedical Research Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Qiao Jin, Bhuwan Dhingra, Zhengping Liu, et al.2019 · 1,174 citations
3. Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetHaitian Sun et al.2018 · 623 citations
4. PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetHaitian Sun, Tania Bedrax-Weiss, William Cohen2019 · 479 citations
5. Gated-Attention Readers for Text Comprehension ↗arXiv:1606.01549 · no summary yetBhuwan Dhingra et al.2016 · 463 citations
6. Time-Aware Language Models as Temporal Knowledge BasesTransactions of the Association for Computational Linguistics (TACL)Bhuwan Dhingra, Jeremy R. Cole, Julian Martin Eisenschlos, et al.2022 · 349 citations
7. Revisiting Semi-Supervised Learning with Graph Embeddings ↗arXiv (Cornell University) · no summary yetZhilin Yang, William W. Cohen, Ruslan Salakhutdinov2016 · 340 citations
8. Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks ↗arXiv (Cornell University) · no summary yetZhilin Yang, Ruslan Salakhutdinov, William W. Cohen2017 · 285 citations
9. Handling Divergent Reference Texts when Evaluating Table-to-Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Bhuwan Dhingra, Manaal Faruqui, Ankur Parikh, et al.2019 · 268 citations
10. Learning to Classify Email into “Speech Acts”Conference on Empirical Methods in Natural Language Processing (EMNLP)William W. Cohen, Vitor R. Carvalho, Tom M. Mitchell2004 · 264 citations
11. Differentiable Learning of Logical Rules for Knowledge Base Reasoning ↗arXiv:1702.08367 · no summary yetFan Yang, Zhilin Yang, William W. Cohen2017 · 256 citations
12. Multi-Task Cross-Lingual Sequence Tagging from Scratch ↗arXiv (Cornell University) · no summary yetZhilin Yang, Ruslan Salakhutdinov, William W. Cohen2016 · 226 citations
13. Transformer Memory as a Differentiable Search IndexConference on Neural Information Processing Systems (NeurIPS)Yi Tay, Vinh Q. Tran, Mostafa Dehghani, et al.2022 · 223 citations
14. Good Semi-supervised Learning that Requires a Bad GAN ↗arXiv (Cornell University) · no summary yetDai, Zihang et al.2017 · 220 citations
15. Tweet2Vec: Character-Based Distributed Representations for Social Media ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetBhuwan Dhingra et al.2016 · 201 citations
16. MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and TextConference on Empirical Methods in Natural Language Processing (EMNLP)Wenhu Chen, Hexiang Hu, Xi Chen, et al.2022 · 199 citations
17. Semi-Supervised QA with Generative Domain-Adaptive Nets ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetZhilin Yang et al.2017 · 187 citations
18. Open Question Answering over Tables and Text ↗arXiv:2010.10439 · no summary yetWenhu Chen et al.2020 · 182 citations
19. Breaking the Softmax Bottleneck: A High-Rank RNN Language Model ↗arXiv (Cornell University) · no summary yetZhilin Yang et al.2017 · 174 citations
20. Neural Models for Reasoning over Multiple Mentions Using CoreferenceConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Bhuwan Dhingra, Qiao Jin, Zhilin Yang, et al.2018 · 151 citations
21. Evaluating Explanations: How Much Do Explanations from the Teacher Aid Students?Transactions of the Association for Computational Linguistics (TACL)Danish Pruthi, Rachit Bansal, Bhuwan Dhingra, et al.2022 · 113 citations
22. Differentiable Reasoning over a Virtual Knowledge Base ↗arXiv (Cornell University) · no summary yetBhuwan Dhingra et al.2020 · 76 citations
23. Encode, Review, and Decode: Reviewer Module for Caption Generation. ↗arXiv (Cornell University) · no summary yetZhilin Yang et al.2016 · 69 citations
24. Words or Characters? Fine-grained Gating for Reading Comprehension ↗arXiv (Cornell University) · no summary yetZhilin Yang et al.2016 · 65 citations
25. Improving “Email Speech Acts” Analysis via N-gram SelectionProceedings of the Analyzing Conversations in Text and SpeechVitor Carvalho, William Cohen2006 · 55 citations
26. Transformer-XL: Language Modeling with Longer-Term Dependency ↗no summary yetZihang Dai et al.2018 · 51 citations
27. Linguistic Knowledge as Memory for Recurrent Neural Networks ↗arXiv (Cornell University) · no summary yetBhuwan Dhingra et al.2017 · 40 citations
28. Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetSiddhant Arora et al.2022 · 39 citations
29. ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetHaitian Sun, William Cohen, Ruslan Salakhutdinov2022 · 34 citations
30. GLoMo: Unsupervisedly Learned Relational Graphs as Transferable Representations ↗arXiv (Cornell University) · no summary yetZhilin Yang et al.2018 · 34 citations
31. A Comparative Study of Word Embeddings for Reading Comprehension ↗arXiv (Cornell University) · no summary yetBhuwan Dhingra et al.2017 · 33 citations
32. Reasoning Over Virtual Knowledge Bases With Open Predicate Relations ↗arXiv (Cornell University) · no summary yetHaitian Sun et al.2021 · 27 citations
33. GLoMo: Unsupervised Learning of Transferable Relational Graphs ↗neural information processing systems · no summary yetZhilin Yang et al.2018 · 21 citations
34. End-to-End Multihop Retrieval for Compositional Question Answering over Long Documents ↗arXiv (Cornell University) · no summary yetHaitian Sun, William W. Cohen, Ruslan Salakhutdinov2021 · 20 citations
35. Multi-Modal Bayesian Embeddings for Learning Social Knowledge Graphs ↗arXiv (Cornell University) · no summary yetZhilin Yang, Jie Tang, William W. Cohen2015 · 20 citations
36. Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetJohn Wieting et al.2023 · 8 citations
37. Answering Ambiguous Questions with a Database of Questions, Answers, and Revisions ↗arXiv (Cornell University) · no summary yetHaitian Sun, William W. Cohen, Ruslan Salakhutdinov2023 · 6 citations
38. Reasoning over Logically Interacted Conditions for Question Answering ↗arXiv (Cornell University) · no summary yetHaitian Sun, William W. Cohen, Ruslan Salakhutdinov2022 · 6 citations

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