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Re-Imagen: Retrieval-Augmented Text-to-Image Generator


Sep 29, 2022
Wenhu Chen, Hexiang Hu, Chitwan Saharia, William W. Cohen

* 9 pages 

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WinoDict: Probing language models for in-context word acquisition


Sep 25, 2022
Julian Martin Eisenschlos, Jeremy R. Cole, Fangyu Liu, William W. Cohen


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QA Is the New KR: Question-Answer Pairs as Knowledge Bases


Jul 01, 2022
Wenhu Chen, William W. Cohen, Michiel De Jong, Nitish Gupta, Alessandro Presta, Pat Verga, John Wieting


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Reasoning over Logically Interacted Conditions for Question Answering


May 25, 2022
Haitian Sun, William W. Cohen, Ruslan Salakhutdinov


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Transformer Memory as a Differentiable Search Index


Feb 16, 2022
Yi Tay, Vinh Q. Tran, Mostafa Dehghani, Jianmo Ni, Dara Bahri, Harsh Mehta, Zhen Qin, Kai Hui, Zhe Zhao, Jai Gupta, Tal Schuster, William W. Cohen, Donald Metzler


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Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations


Dec 17, 2021
Siddhant Arora, Danish Pruthi, Norman Sadeh, William W. Cohen, Zachary C. Lipton, Graham Neubig

* AAAI 2022 

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ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers


Oct 13, 2021
Haitian Sun, William W. Cohen, Ruslan Salakhutdinov


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Multilingual Fact Linking


Oct 01, 2021
Keshav Kolluru, Martin Rezk, Pat Verga, William W. Cohen, Partha Talukdar

* AKBC 2021 

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MATE: Multi-view Attention for Table Transformer Efficiency


Sep 09, 2021
Julian Martin Eisenschlos, Maharshi Gor, Thomas Müller, William W. Cohen

* Accepted to EMNLP 2021 

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Time-Aware Language Models as Temporal Knowledge Bases


Jun 29, 2021
Bhuwan Dhingra, Jeremy R. Cole, Julian Martin Eisenschlos, Daniel Gillick, Jacob Eisenstein, William W. Cohen


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