William W. Cohen

Publication Activity (10 Years)

Years Active: 1985-2024
Publications (10 Years): 144

Top Venues

CoRR

ACL (1)

ICLR

EMNLP

Publications

Gabriel Sarch, Lawrence Jang, Michael J. Tarr, William W. Cohen, Kenneth Marino, Katerina Fragkiadaki
ICAL: Continual Learning of Multimodal Agents by Transforming Trajectories into Actionable Insights. CoRR (2024)
Hexiang Hu, Kelvin C. K. Chan, Yu-Chuan Su, Wenhu Chen, Yandong Li, Kihyuk Sohn, Yang Zhao, Xue Ben, Boqing Gong, William W. Cohen, Ming-Wei Chang, Xuhui Jia
Instruct-Imagen: Image Generation with Multi-modal Instruction. CoRR (2024)
Adam Fisch, Joshua Maynez, R. Alex Hofer, Bhuwan Dhingra, Amir Globerson, William W. Cohen
Stratified Prediction-Powered Inference for Hybrid Language Model Evaluation. CoRR (2024)
R. Alex Hofer, Joshua Maynez, Bhuwan Dhingra, Adam Fisch, Amir Globerson, William W. Cohen
Bayesian Prediction-Powered Inference. CoRR (2024)
Tal Schuster, Ádám D. Lelkes, Haitian Sun, Jai Gupta, Jonathan Berant, William W. Cohen, Donald Metzler
SEMQA: Semi-Extractive Multi-Source Question Answering. NAACL-HLT (2024)
Vasilisa Bashlovkina, Zhaobin Kuang, Riley Matthews, Edward Clifford, Yennie Jun, William W. Cohen, Simon Baumgartner
Trusted Source Alignment in Large Language Models. CoRR (2023)
Haitian Sun, William W. Cohen, Ruslan Salakhutdinov
Scenario-based Question Answering with Interacting Contextual Properties. ICLR (2023)
Michiel de Jong, Yury Zemlyanskiy, Nicholas FitzGerald, Joshua Ainslie, Sumit Sanghai, Fei Sha, William W. Cohen
Pre-computed memory or on-the-fly encoding? A hybrid approach to retrieval augmentation makes the most of your compute. ICML (2023)
Tal Schuster, Ádám D. Lelkes, Haitian Sun, Jai Gupta, Jonathan Berant, William W. Cohen, Donald Metzler
SEMQA: Semi-Extractive Multi-Source Question Answering. CoRR (2023)
Michiel de Jong, Yury Zemlyanskiy, Joshua Ainslie, Nicholas FitzGerald, Sumit Sanghai, Fei Sha, William W. Cohen
FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference. ACL (Findings) (2023)
Michiel de Jong, Yury Zemlyanskiy, Nicholas FitzGerald, Sumit Sanghai, William W. Cohen, Joshua Ainslie
GLIMMER: generalized late-interaction memory reranker. CoRR (2023)
Julian Eisenschlos, Jeremy R. Cole, Fangyu Liu, William W. Cohen
WinoDict: Probing language models for in-context word acquisition. EACL (2023)
Haitian Sun, William W. Cohen, Ruslan Salakhutdinov
Answering Ambiguous Questions with a Database of Questions, Answers, and Revisions. CoRR (2023)
William W. Cohen, Wenhu Chen, Michiel de Jong, Nitish Gupta, Alessandro Presta, Pat Verga, John Wieting
QA Is the New KR: Question-Answer Pairs as Knowledge Bases. AAAI (2023)
Wenhu Chen, Hexiang Hu, Yandong Li, Nataniel Ruiz, Xuhui Jia, Ming-Wei Chang, William W. Cohen
Subject-driven Text-to-Image Generation via Apprenticeship Learning. NeurIPS (2023)
Wenhu Chen, Hexiang Hu, Chitwan Saharia, William W. Cohen
Re-Imagen: Retrieval-Augmented Text-to-Image Generator. ICLR (2023)
Wenhu Chen, Xueguang Ma, Xinyi Wang, William W. Cohen
Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks. Trans. Mach. Learn. Res. 2023 (2023)
John Wieting, Jonathan H. Clark, William W. Cohen, Graham Neubig, Taylor Berg-Kirkpatrick
Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval. ACL (1) (2023)
Wenhu Chen, Hexiang Hu, Yandong Li, Nataniel Ruiz, Xuhui Jia, Ming-Wei Chang, William W. Cohen
Subject-driven Text-to-Image Generation via Apprenticeship Learning. CoRR (2023)
Chung-Ching Chang, William W. Cohen, Yun-Hsuan Sung
Characterizing Tradeoffs in Language Model Decoding with Informational Interpretations. CoRR (2023)
Wenhu Chen, Pat Verga, Michiel de Jong, John Wieting, William W. Cohen
Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering. EACL (2023)
Yury Zemlyanskiy, Michiel de Jong, Luke Vilnis, Santiago Ontañón, William W. Cohen, Sumit Sanghai, Joshua Ainslie
MEMORY-VQ: Compression for Tractable Internet-Scale Memory. CoRR (2023)
Michiel de Jong, Yury Zemlyanskiy, Nicholas FitzGerald, Fei Sha, William W. Cohen
Mention Memory: incorporating textual knowledge into Transformers through entity mention attention. ICLR (2022)
Bernd Bohnet, Vinh Q. Tran, Pat Verga, Roee Aharoni, Daniel Andor, Livio Baldini Soares, Jacob Eisenstein, Kuzman Ganchev, Jonathan Herzig, Kai Hui, Tom Kwiatkowski, Ji Ma, Jianmo Ni, Tal Schuster, William W. Cohen, Michael Collins, Dipanjan Das, Donald Metzler, Slav Petrov, Kellie Webster
Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models. CoRR (2022)
Wenhu Chen, Xueguang Ma, Xinyi Wang, William W. Cohen
Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks. CoRR (2022)
Yi Tay, Vinh Q. Tran, Mostafa Dehghani, Jianmo Ni, Dara Bahri, Harsh Mehta, Zhen Qin, Kai Hui, Zhe Zhao, Jai Prakash Gupta, Tal Schuster, William W. Cohen, Donald Metzler
Transformer Memory as a Differentiable Search Index. CoRR (2022)
Wenhu Chen, Hexiang Hu, Xi Chen, Pat Verga, William W. Cohen
MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text. CoRR (2022)
John Wieting, Jonathan H. Clark, William W. Cohen, Graham Neubig, Taylor Berg-Kirkpatrick
Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval. CoRR (2022)
Vidhisha Balachandran, Hannaneh Hajishirzi, William W. Cohen, Yulia Tsvetkov
Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling. EMNLP (2022)
Danish Pruthi, Rachit Bansal, Bhuwan Dhingra, Livio Baldini Soares, Michael Collins, Zachary C. Lipton, Graham Neubig, William W. Cohen
Evaluating Explanations: How Much Do Explanations from the Teacher Aid Students? Trans. Assoc. Comput. Linguistics 10 (2022)
Haitian Sun, William W. Cohen, Ruslan Salakhutdinov
Reasoning over Logically Interacted Conditions for Question Answering. CoRR (2022)
Haitian Sun, William W. Cohen, Ruslan Salakhutdinov
ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers. ACL (1) (2022)
Yi Tay, Vinh Tran, Mostafa Dehghani, Jianmo Ni, Dara Bahri, Harsh Mehta, Zhen Qin, Kai Hui, Zhe Zhao, Jai Prakash Gupta, Tal Schuster, William W. Cohen, Donald Metzler
Transformer Memory as a Differentiable Search Index. NeurIPS (2022)
Bhuwan Dhingra, Jeremy R. Cole, Julian Martin Eisenschlos, Daniel Gillick, Jacob Eisenstein, William W. Cohen
Time-Aware Language Models as Temporal Knowledge Bases. Trans. Assoc. Comput. Linguistics 10 (2022)
Vidhisha Balachandran, Hannaneh Hajishirzi, William W. Cohen, Yulia Tsvetkov
Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling. CoRR (2022)
Wenhu Chen, Hexiang Hu, Xi Chen, Pat Verga, William W. Cohen
MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text. EMNLP (2022)
Wenhu Chen, Hexiang Hu, Chitwan Saharia, William W. Cohen
Re-Imagen: Retrieval-Augmented Text-to-Image Generator. CoRR (2022)
Wenhu Chen, Pat Verga, Michiel de Jong, John Wieting, William W. Cohen
Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering. CoRR (2022)
Julian Martin Eisenschlos, Jeremy R. Cole, Fangyu Liu, William W. Cohen
WinoDict: Probing language models for in-context word acquisition. CoRR (2022)
Siddhant Arora, Danish Pruthi, Norman M. Sadeh, William W. Cohen, Zachary C. Lipton, Graham Neubig
Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations. AAAI (2022)
Wenhu Chen, William W. Cohen, Michiel de Jong, Nitish Gupta, Alessandro Presta, Pat Verga, John Wieting
QA Is the New KR: Question-Answer Pairs as Knowledge Bases. CoRR (2022)
Julian Martin Eisenschlos, Maharshi Gor, Thomas Müller, William W. Cohen
MATE: Multi-view Attention for Table Transformer Efficiency. CoRR (2021)
Haitian Sun, Pat Verga, Bhuwan Dhingra, Ruslan Salakhutdinov, William W. Cohen
Reasoning Over Virtual Knowledge Bases With Open Predicate Relations. CoRR (2021)
Avishai Zagoury, Einat Minkov, Idan Szpektor, William W. Cohen
What's the Best Place for an AI Conference, Vancouver or _______: Why Completing Comparative Questions is Difficult. AAAI (2021)
Siddhant Arora, Danish Pruthi, Norman M. Sadeh, William W. Cohen, Zachary C. Lipton, Graham Neubig
Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations. CoRR (2021)
Vidhisha Balachandran, Bhuwan Dhingra, Haitian Sun, Michael Collins, William W. Cohen
Investigating the Effect of Background Knowledge on Natural Questions. DeeLIO@NAACL-HLT (2021)
Julian Eisenschlos, Maharshi Gor, Thomas Müller, William W. Cohen
MATE: Multi-view Attention for Table Transformer Efficiency. EMNLP (1) (2021)
Pat Verga, Haitian Sun, Livio Baldini Soares, William W. Cohen
Adaptable and Interpretable Neural MemoryOver Symbolic Knowledge. NAACL-HLT (2021)
Bhuwan Dhingra, Jeremy R. Cole, Julian Martin Eisenschlos, Daniel Gillick, Jacob Eisenstein, William W. Cohen
Time-Aware Language Models as Temporal Knowledge Bases. CoRR (2021)
Wenhu Chen, Ming-Wei Chang, Eva Schlinger, William Yang Wang, William W. Cohen
Open Question Answering over Tables and Text. ICLR (2021)
Bill Yuchen Lin, Haitian Sun, Bhuwan Dhingra, Manzil Zaheer, Xiang Ren, William W. Cohen
Differentiable Open-Ended Commonsense Reasoning. NAACL-HLT (2021)
Keshav Kolluru, Martin Rezk, Pat Verga, William W. Cohen, Partha P. Talukdar
Multilingual Fact Linking. AKBC (2021)
Haitian Sun, Patrick Verga, Bhuwan Dhingra, Ruslan Salakhutdinov, William W. Cohen
Reasoning Over Virtual Knowledge Bases With Open Predicate Relations. ICML (2021)
Avishai Zagoury, Einat Minkov, Idan Szpektor, William W. Cohen
What's the best place for an AI conference, Vancouver or ______: Why completing comparative questions is difficult. CoRR (2021)
Haitian Sun, William W. Cohen, Ruslan Salakhutdinov
End-to-End Multihop Retrieval for Compositional Question Answering over Long Documents. CoRR (2021)
Haitian Sun, William W. Cohen, Ruslan Salakhutdinov
ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers. CoRR (2021)
Keshav Kolluru, Martin Rezk, Pat Verga, William W. Cohen, Partha P. Talukdar
Multilingual Fact Linking. CoRR (2021)
William W. Cohen, Fan Yang, Kathryn Mazaitis
TensorLog: A Probabilistic Database Implemented Using Deep-Learning Infrastructure. J. Artif. Intell. Res. 67 (2020)
Yifeng Tao, Chunhui Cai, William W. Cohen, Xinghua Lu
From Genome to Phenome: Predicting Multiple Cancer Phenotypes Based on Somatic GenomicAlterations via the Genomic Impact Transformer. PSB (2020)
Danish Pruthi, Bhuwan Dhingra, Livio Baldini Soares, Michael Collins, Zachary C. Lipton, Graham Neubig, William W. Cohen
Evaluating Explanations: How much do explanations from the teacher aid students? CoRR (2020)
William W. Cohen, Haitian Sun, R. Alex Hofer, Matthew Siegler
Scalable Neural Methods for Reasoning With a Symbolic Knowledge Base. CoRR (2020)
Pat Verga, Haitian Sun, Livio Baldini Soares, William W. Cohen
Facts as Experts: Adaptable and Interpretable Neural Memory over Symbolic Knowledge. CoRR (2020)
Haitian Sun, Andrew O. Arnold, Tania Bedrax-Weiss, Fernando Pereira, William W. Cohen
Faithful Embeddings for Knowledge Base Queries. NeurIPS (2020)
Bhuwan Dhingra, Manzil Zaheer, Vidhisha Balachandran, Graham Neubig, Ruslan Salakhutdinov, William W. Cohen
Differentiable Reasoning over a Virtual Knowledge Base. CoRR (2020)
William W. Cohen, Haitian Sun, R. Alex Hofer, Matthew Siegler
Scalable Neural Methods for Reasoning With a Symbolic Knowledge Base. ICLR (2020)
Haitian Sun, Andrew O. Arnold, Tania Bedrax-Weiss, Fernando Pereira, William W. Cohen
Guessing What's Plausible But Remembering What's True: Accurate Neural Reasoning for Question-Answering. CoRR (2020)
Wenhu Chen, Ming-Wei Chang, Eva Schlinger, William Yang Wang, William W. Cohen
Open Question Answering over Tables and Text. CoRR (2020)
Bill Yuchen Lin, Haitian Sun, Bhuwan Dhingra, Manzil Zaheer, Xiang Ren, William W. Cohen
Differentiable Open-Ended Commonsense Reasoning. CoRR (2020)
Bhuwan Dhingra, Manzil Zaheer, Vidhisha Balachandran, Graham Neubig, Ruslan Salakhutdinov, William W. Cohen
Differentiable Reasoning over a Virtual Knowledge Base. ICLR (2020)
Bhuwan Dhingra, Manaal Faruqui, Ankur P. Parikh, Ming-Wei Chang, Dipanjan Das, William W. Cohen
Handling Divergent Reference Texts when Evaluating Table-to-Text Generation. ACL (1) (2019)
Fan Yang, Liu Leqi, Yifan Wu, Zachary C. Lipton, Pradeep Ravikumar, William W. Cohen, Tom M. Mitchell
Game Design for Eliciting Distinguishable Behavior. CoRR (2019)
Qiao Jin, Bhuwan Dhingra, Zhengping Liu, William W. Cohen, Xinghua Lu
PubMedQA: A Dataset for Biomedical Research Question Answering. EMNLP/IJCNLP (1) (2019)
Qiao Jin, Bhuwan Dhingra, Zhengping Liu, William W. Cohen, Xinghua Lu
PubMedQA: A Dataset for Biomedical Research Question Answering. CoRR (2019)
Qiao Jin, Bhuwan Dhingra, William W. Cohen, Xinghua Lu
Probing Biomedical Embeddings from Language Models. CoRR (2019)
Haitian Sun, Tania Bedrax-Weiss, William W. Cohen
PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text. CoRR (2019)
Haohan Wang, Xiang Liu, Yifeng Tao, Wenting Ye, Qiao Jin, William W. Cohen, Eric P. Xing
Automatic Human-like Mining and Constructing Reliable Genetic Association Database with Deep Reinforcement Learning. PSB (2019)
Haitian Sun, Tania Bedrax-Weiss, William W. Cohen
PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text. EMNLP/IJCNLP (1) (2019)
Fan Yang, Liu Leqi, Yifan Wu, Zachary Chase Lipton, Pradeep Ravikumar, Tom M. Mitchell, William W. Cohen
Game Design for Eliciting Distinguishable Behavior. NeurIPS (2019)
Andrew O. Arnold, William W. Cohen
Instance-based Transfer Learning for Multilingual Deep Retrieval. CoRR (2019)
Bhuwan Dhingra, Manaal Faruqui, Ankur P. Parikh, Ming-Wei Chang, Dipanjan Das, William W. Cohen
Handling Divergent Reference Texts when Evaluating Table-to-Text Generation. CoRR (2019)
Samira Abnar, Tania Bedrax-Weiss, Tom Kwiatkowski, William W. Cohen
Incremental Reading for Question Answering. CoRR (2019)
William W. Cohen, Haitian Sun, R. Alex Hofer, Matthew Siegler
Differentiable Representations For Multihop Inference Rules. CoRR (2019)
William W. Cohen, Matthew Siegler, R. Alex Hofer
Neural Query Language: A Knowledge Base Query Language for Tensorflow. CoRR (2019)
Haitian Sun, Bhuwan Dhingra, Manzil Zaheer, Kathryn Mazaitis, Ruslan Salakhutdinov, William W. Cohen
Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text. EMNLP (2018)
Tom M. Mitchell, William W. Cohen, Estevam R. Hruschka Jr., Partha P. Talukdar, Bo Yang, Justin Betteridge, Andrew Carlson, Bhavana Dalvi Mishra, Matt Gardner, Bryan Kisiel, Jayant Krishnamurthy, Ni Lao, Kathryn Mazaitis, Thahir Mohamed, Ndapandula Nakashole, Emmanouil A. Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard C. Wang, Derry Wijaya, Abhinav Gupta, Xinlei Chen, Abulhair Saparov, Malcolm Greaves, Joel Welling
Never-ending learning. Commun. ACM 61 (5) (2018)
Haitian Sun, Bhuwan Dhingra, Manzil Zaheer, Kathryn Mazaitis, Ruslan Salakhutdinov, William W. Cohen
Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text. CoRR (2018)
Zhilin Yang, Peng Qi, Saizheng Zhang, Yoshua Bengio, William W. Cohen, Ruslan Salakhutdinov, Christopher D. Manning
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering. EMNLP (2018)
Vidhisha Balachandran, Dheeraj Rajagopal, Rose Catherine Kanjirathinkal, William W. Cohen
Learning to Define Terms in the Software Domain. NUT@EMNLP (2018)
Rose Catherine, William W. Cohen
TransNets for Review Generation. ICLR (Workshop) (2018)
Bhuwan Dhingra, Qiao Jin, Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov
Neural Models for Reasoning over Multiple Mentions Using Coreference. NAACL-HLT (2) (2018)
Bhuwan Dhingra, Qiao Jin, Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov
Neural Models for Reasoning over Multiple Mentions using Coreference. CoRR (2018)
Haitian Sun, William W. Cohen, Lidong Bing
Semi-Supervised Learning with Declaratively Specified Entropy Constraints. CoRR (2018)
Zhilin Yang, Peng Qi, Saizheng Zhang, Yoshua Bengio, William W. Cohen, Ruslan Salakhutdinov, Christopher D. Manning
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering. CoRR (2018)
Haitian Sun, William W. Cohen, Lidong Bing
Semi-Supervised Learning with Declaratively Specified Entropy Constraints. NeurIPS (2018)
Zhilin Yang, Junbo Jake Zhao, Bhuwan Dhingra, Kaiming He, William W. Cohen, Ruslan Salakhutdinov, Yann LeCun
GLoMo: Unsupervisedly Learned Relational Graphs as Transferable Representations. CoRR (2018)
Zhilin Yang, Zihang Dai, Ruslan Salakhutdinov, William W. Cohen
Breaking the Softmax Bottleneck: A High-Rank RNN Language Model. ICLR (2018)
Fan Yang, Jiazhong Nie, William W. Cohen, Ni Lao
Learning to Organize Knowledge with N-Gram Machines. ICLR (Workshop) (2018)
Zhilin Yang, Junbo Jake Zhao, Bhuwan Dhingra, Kaiming He, William W. Cohen, Ruslan Salakhutdinov, Yann LeCun
GLoMo: Unsupervised Learning of Transferable Relational Graphs. NeurIPS (2018)
Zhilin Yang, Zihang Dai, Ruslan Salakhutdinov, William W. Cohen
Breaking the Softmax Bottleneck: A High-Rank RNN Language Model. CoRR (2017)
Fan Yang, Zhilin Yang, William W. Cohen
Differentiable Learning of Logical Rules for Knowledge Base Reasoning. NIPS (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

William W. Cohen