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Pat Verga

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To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering

Dec 20, 2022
Dheeru Dua, Emma Strubell, Sameer Singh, Pat Verga

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Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models

Dec 15, 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

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MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Oct 06, 2022
Wenhu Chen, Hexiang Hu, Xi Chen, Pat Verga, 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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Faithful to the Document or to the World? Mitigating Hallucinations via Entity-linked Knowledge in Abstractive Summarization

Apr 28, 2022
Yue Dong, John Wieting, Pat Verga

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Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering

Apr 10, 2022
Wenhu Chen, Pat Verga, Michiel de Jong, John Wieting, William Cohen

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Multilingual Fact Linking

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

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Reasoning Over Virtual Knowledge Bases With Open Predicate Relations

Feb 14, 2021
Haitian Sun, Pat Verga, Bhuwan Dhingra, Ruslan Salakhutdinov, William W. Cohen

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Facts as Experts: Adaptable and Interpretable Neural Memory over Symbolic Knowledge

Jul 02, 2020
Pat Verga, Haitian Sun, Livio Baldini Soares, William W. Cohen

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Simultaneously Linking Entities and Extracting Relations from Biomedical Text Without Mention-level Supervision

Dec 02, 2019
Trapit Bansal, Pat Verga, Neha Choudhary, Andrew McCallum

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