---
title: "William W. Cohen — all works — Elamur Research"
description: "All 38 works of William W. Cohen in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/william-w-cohen/works/"
---
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# William W. Cohen — all works

38 works · [← William W. Cohen](https://md.research.elamur.ai/free/en/authors/william-w-cohen/)

1. **[HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering](https://md.research.elamur.ai/free/en/papers/yang-2018-hotpotqa-dataset-diverse-explainable-multi/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Zhilin Yang, Peng Qi, Saizheng Zhang, et al.*2018 · 3,557 citations*
2. **[PubMedQA: A Dataset for Biomedical Research Question Answering](https://md.research.elamur.ai/free/en/papers/jin-2019-pubmedqa-dataset-biomedical-research-question/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://aclanthology.org/D18-1455/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Haitian Sun et al.*2018 · 623 citations*
4. **[PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text ↗](https://aclanthology.org/D19-1242/) 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 yet**Haitian Sun, Tania Bedrax-Weiss, William Cohen*2019 · 479 citations*
5. **[Gated-Attention Readers for Text Comprehension ↗](https://arxiv.org/abs/1606.01549) arXiv:1606.01549 · no summary yet**Bhuwan Dhingra et al.*2016 · 463 citations*
6. **[Time-Aware Language Models as Temporal Knowledge Bases](https://md.research.elamur.ai/free/en/papers/dhingra-2022-time-aware-language-models-as/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Bhuwan Dhingra, Jeremy R. Cole, Julian Martin Eisenschlos, et al.*2022 · 349 citations*
7. **[Revisiting Semi-Supervised Learning with Graph Embeddings ↗](https://arxiv.org/abs/1603.08861) arXiv (Cornell University) · no summary yet**Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov*2016 · 340 citations*
8. **[Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks ↗](https://arxiv.org/abs/1703.06345) arXiv (Cornell University) · no summary yet**Zhilin Yang, Ruslan Salakhutdinov, William W. Cohen*2017 · 285 citations*
9. **[Handling Divergent Reference Texts when Evaluating Table-to-Text Generation](https://md.research.elamur.ai/free/en/papers/dhingra-2019-handling-divergent-reference-texts-when/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Bhuwan Dhingra, Manaal Faruqui, Ankur Parikh, et al.*2019 · 268 citations*
10. **[Learning to Classify Email into “Speech Acts”](https://md.research.elamur.ai/free/en/papers/cohen-2004-learning-classify-email-into-speech/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**William W. Cohen, Vitor R. Carvalho, Tom M. Mitchell*2004 · 264 citations*
11. **[Differentiable Learning of Logical Rules for Knowledge Base Reasoning ↗](https://arxiv.org/abs/1702.08367) arXiv:1702.08367 · no summary yet**Fan Yang, Zhilin Yang, William W. Cohen*2017 · 256 citations*
12. **[Multi-Task Cross-Lingual Sequence Tagging from Scratch ↗](https://arxiv.org/abs/1603.06270) arXiv (Cornell University) · no summary yet**Zhilin Yang, Ruslan Salakhutdinov, William W. Cohen*2016 · 226 citations*
13. **[Transformer Memory as a Differentiable Search Index](https://md.research.elamur.ai/free/en/papers/tay-2022-transformer-memory-differentiable-search-index/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Yi Tay, Vinh Q. Tran, Mostafa Dehghani, et al.*2022 · 223 citations*
14. **[Good Semi-supervised Learning that Requires a Bad GAN ↗](https://arxiv.org/abs/1705.09783) arXiv (Cornell University) · no summary yet**Dai, Zihang et al.*2017 · 220 citations*
15. **[Tweet2Vec: Character-Based Distributed Representations for Social Media ↗](https://aclanthology.org/P16-2044/) Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yet**Bhuwan Dhingra et al.*2016 · 201 citations*
16. **[MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text](https://md.research.elamur.ai/free/en/papers/chen-2022-murag-multimodal-retrieval-augmented-generator/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Wenhu Chen, Hexiang Hu, Xi Chen, et al.*2022 · 199 citations*
17. **[Semi-Supervised QA with Generative Domain-Adaptive Nets ↗](https://aclanthology.org/P17-1096/) Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Zhilin Yang et al.*2017 · 187 citations*
18. **[Open Question Answering over Tables and Text ↗](https://arxiv.org/abs/2010.10439) arXiv:2010.10439 · no summary yet**Wenhu Chen et al.*2020 · 182 citations*
19. **[Breaking the Softmax Bottleneck: A High-Rank RNN Language Model ↗](https://arxiv.org/abs/1711.03953) arXiv (Cornell University) · no summary yet**Zhilin Yang et al.*2017 · 174 citations*
20. **[Neural Models for Reasoning over Multiple Mentions Using Coreference](https://md.research.elamur.ai/free/en/papers/dhingra-2018-neural-models-reasoning-over-multiple/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Bhuwan Dhingra, Qiao Jin, Zhilin Yang, et al.*2018 · 151 citations*
21. **[Evaluating Explanations: How Much Do Explanations from the Teacher Aid Students?](https://md.research.elamur.ai/free/en/papers/pruthi-2022-evaluating-explanations-how-much-do/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Danish Pruthi, Rachit Bansal, Bhuwan Dhingra, et al.*2022 · 113 citations*
22. **[Differentiable Reasoning over a Virtual Knowledge Base ↗](https://arxiv.org/abs/2002.10640) arXiv (Cornell University) · no summary yet**Bhuwan Dhingra et al.*2020 · 76 citations*
23. **[Encode, Review, and Decode: Reviewer Module for Caption Generation. ↗](https://arxiv.org/abs/1605.07912) arXiv (Cornell University) · no summary yet**Zhilin Yang et al.*2016 · 69 citations*
24. **[Words or Characters? Fine-grained Gating for Reading Comprehension ↗](https://arxiv.org/abs/1611.01724) arXiv (Cornell University) · no summary yet**Zhilin Yang et al.*2016 · 65 citations*
25. [**Improving “Email Speech Acts” Analysis via N-gram Selection Proceedings of the Analyzing Conversations in Text and Speech**Vitor Carvalho, William Cohen*2006 · 55 citations*](https://md.research.elamur.ai/free/en/papers/carvalho-2006-improving-email-speech-acts-analysis/)
26. **[Transformer-XL: Language Modeling with Longer-Term Dependency ↗](https://openalex.org/W2906625520) no summary yet**Zihang Dai et al.*2018 · 51 citations*
27. **[Linguistic Knowledge as Memory for Recurrent Neural Networks ↗](https://arxiv.org/abs/1703.02620) arXiv (Cornell University) · no summary yet**Bhuwan Dhingra et al.*2017 · 40 citations*
28. **[Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations ↗](https://doi.org/10.1609/aaai.v36i5.20464) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Siddhant Arora et al.*2022 · 39 citations*
29. **[ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers ↗](https://aclanthology.org/2022.acl-long.253/) Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Haitian Sun, William Cohen, Ruslan Salakhutdinov*2022 · 34 citations*
30. **[GLoMo: Unsupervisedly Learned Relational Graphs as Transferable Representations ↗](https://arxiv.org/abs/1806.05662) arXiv (Cornell University) · no summary yet**Zhilin Yang et al.*2018 · 34 citations*
31. **[A Comparative Study of Word Embeddings for Reading Comprehension ↗](https://arxiv.org/abs/1703.00993) arXiv (Cornell University) · no summary yet**Bhuwan Dhingra et al.*2017 · 33 citations*
32. **[Reasoning Over Virtual Knowledge Bases With Open Predicate Relations ↗](https://arxiv.org/abs/2102.07043) arXiv (Cornell University) · no summary yet**Haitian Sun et al.*2021 · 27 citations*
33. **[GLoMo: Unsupervised Learning of Transferable Relational Graphs ↗](https://openalex.org/W2902164678) neural information processing systems · no summary yet**Zhilin Yang et al.*2018 · 21 citations*
34. **[End-to-End Multihop Retrieval for Compositional Question Answering over Long Documents ↗](https://arxiv.org/abs/2106.00200) arXiv (Cornell University) · no summary yet**Haitian Sun, William W. Cohen, Ruslan Salakhutdinov*2021 · 20 citations*
35. **[Multi-Modal Bayesian Embeddings for Learning Social Knowledge Graphs ↗](https://arxiv.org/abs/1508.00715) arXiv (Cornell University) · no summary yet**Zhilin Yang, Jie Tang, William W. Cohen*2015 · 20 citations*
36. **[Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval ↗](https://aclanthology.org/2023.acl-long.673/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**John Wieting et al.*2023 · 8 citations*
37. **[Answering Ambiguous Questions with a Database of Questions, Answers, and Revisions ↗](https://arxiv.org/abs/2308.08661) arXiv (Cornell University) · no summary yet**Haitian Sun, William W. Cohen, Ruslan Salakhutdinov*2023 · 6 citations*
38. **[Reasoning over Logically Interacted Conditions for Question Answering ↗](https://arxiv.org/abs/2205.12898) arXiv (Cornell University) · no summary yet**Haitian Sun, William W. Cohen, Ruslan Salakhutdinov*2022 · 6 citations*