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个人简介
I work at the intersection of information retrieval techniques (IR) and large language models (LLMs), and have done a lot of work on Retrieval-Augmented Language Models.
I’m interested in how to represent, store and retrieve knowledge for use in large language models. My work focuses on building more powerful, efficient, robust and update-able models that can perform well on a wide range of NLP tasks, but also excel on knowledge-intensive NLP tasks such as Question Answering and Fact Checking.
I’m interested in how to represent, store and retrieve knowledge for use in large language models. My work focuses on building more powerful, efficient, robust and update-able models that can perform well on a wide range of NLP tasks, but also excel on knowledge-intensive NLP tasks such as Question Answering and Fact Checking.
研究兴趣
论文共 217 篇作者统计合作学者相似作者
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ANATOMICAL RECORD-ADVANCES IN INTEGRATIVE ANATOMY AND EVOLUTIONARY BIOLOGYno. 3 (2024): 475-494
Noopur Bhore, Erin C. Bogacki, Benjamin OCallaghan,Helene Plun-Favreau,Patrick A. Lewis,Susanne Herbst
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCESno. 1899 (2024): 20220517-20220517
Yuhong Li, Yingbing Huang, Bowen Yang,Bharat Venkitesh,Acyr Locatelli,Hanchen Ye,Tianle Cai,Patrick Lewis,Deming Chen
CoRR (2024)
引用7浏览0EI引用
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bioRxiv (Cold Spring Harbor Laboratory) (2024)
CELLSno. 1 (2024): 53
Pat Verga,Sebastian Hofstatter,Sophia Althammer,Yixuan Su,Aleksandra Piktus, Arkady Arkhangorodsky, Minjie Xu, Naomi White,Patrick Lewis
CoRR (2024)
引用2浏览0EI引用
2
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