Pat Verga

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 17

Top Topics

Answer Extraction

Question Answering

Passage Retrieval

Top Venues

Publications

Pat Verga, Sebastian Hofstätter, Sophia Althammer, Yixuan Su, Aleksandra Piktus, Arkady Arkhangorodsky, Minjie Xu, Naomi White, Patrick S. H. Lewis
Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models. CoRR (2024)
Dheeru Dua, Emma Strubell, Sameer Singh, Pat Verga
To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering. ACL (1) (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, 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)
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, Hexiang Hu, Xi Chen, Pat Verga, William W. Cohen
MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text. CoRR (2022)
Dheeru Dua, Emma Strubell, Sameer Singh, Pat Verga
To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering. 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)
Yue Dong, John Wieting, Pat Verga
Faithful to the Document or to the World? Mitigating Hallucinations via Entity-linked Knowledge in Abstractive Summarization. CoRR (2022)
Yue Dong, John Wieting, Pat Verga
Faithful to the Document or to the World? Mitigating Hallucinations via Entity-Linked Knowledge in Abstractive Summarization. EMNLP (Findings) (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)
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)
Haitian Sun, Pat Verga, Bhuwan Dhingra, Ruslan Salakhutdinov, William W. Cohen
Reasoning Over Virtual Knowledge Bases With Open Predicate Relations. CoRR (2021)
Pat Verga, Haitian Sun, Livio Baldini Soares, William W. Cohen
Adaptable and Interpretable Neural MemoryOver Symbolic Knowledge. NAACL-HLT (2021)
Keshav Kolluru, Martin Rezk, Pat Verga, William W. Cohen, Partha P. Talukdar
Multilingual Fact Linking. AKBC (2021)
Keshav Kolluru, Martin Rezk, Pat Verga, William W. Cohen, Partha P. Talukdar
Multilingual Fact Linking. CoRR (2021)
Pat Verga, Haitian Sun, Livio Baldini Soares, William W. Cohen
Facts as Experts: Adaptable and Interpretable Neural Memory over Symbolic Knowledge. CoRR (2020)