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个人简介
I'm interested in language as a communicative and computational tool. People learn to understand and generate novel utterances from remarkably little data. Having learned language, we use it acquire new concepts and to structure our reasoning. Current machine learning techniques fall short of human abilities in both their capacity to learn language and learn from language about the rest of the world. My research aims to (1) understand the computational foundations of efficient language learning, and (2) build general-purpose intelligent systems that can communicate effectively with humans and learn from human guidance.
研究兴趣
论文共 123 篇作者统计合作学者相似作者
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arxiv(2024)
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Andi Peng,Ilia Sucholutsky, Belinda Z. Li, Theodore R. Sumers,Thomas L. Griffiths,Jacob Andreas,Julie A. Shah
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CoRR (2024)
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CoRR (2024)
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Lionel Wong,Jiayuan Mao,Pratyusha Sharma, Zachary S Siegel, Jiahai Feng, Noa Korneev, Joshua B. Tenenbaum,Jacob Andreas
ICLR 2024 (2024)
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arXiv (Cornell University) (2023)
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