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Bio
A central focus of my research is on how we can teach computers question answering in the form of passing standardized science exams, as written, using a combination of scientific knowledge and common-sense reasoning skills. In particular, I focus on methods of automated inference that generate explanations for why the answer is correct. The Explanation Bank contains many such resources for explanation-centered inference, including WorldTree and EntailmentBank (book), that help power some of the highest-performing language models available, including the Allen Institute for Artificial Intelligence’s GPT3 competitor, MACAW.
Research Interests
Papers共 57 篇Author StatisticsCo-AuthorSimilar Experts
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Nathaniel Weir,Kate Sanders,Orion Weller, Shreya Sharma, Dongwei Jiang,Zhengping Jiang,Bhavana Dalvi Mishra,Oyvind Tafjord,Peter Jansen,Peter Clark,Benjamin Van Durme
CoRR (2024)
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CoRR (2024)
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arxiv(2024)
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17TH CONFERENCE OF THE EUROPEAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, EACL 2023 (2023): 169-177
17TH CONFERENCE OF THE EUROPEAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, EACL 2023pp.2777-2788, (2023)
CoRR (2023): 12972-12990
CoRR (2023): 13455-13471
Conference on Empirical Methods in Natural Language Processing (2023): 5555-5565
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