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个人简介
My research aims to address Natural Language Processing tasks with (extremely) weak supervision. I strive to answer the following questions:
What knowledge do pre-trained neural language models encode? Is the current fine-tuning or prompting paradigm the best to distill the right part of these knowledge to domain-specific tasks?
What is the best forms of getting supervision from human? How to inform machines about the NLP task goals with minimum human effort?
Can machines go beyond extracting information to discovering novel information to expand human knowledge?
What knowledge do pre-trained neural language models encode? Is the current fine-tuning or prompting paradigm the best to distill the right part of these knowledge to domain-specific tasks?
What is the best forms of getting supervision from human? How to inform machines about the NLP task goals with minimum human effort?
Can machines go beyond extracting information to discovering novel information to expand human knowledge?
研究兴趣
论文共 33 篇作者统计合作学者相似作者
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Chenyang An,Zhibo Chen, Qihao Ye, Emily First,Letian Peng,Jiayun Zhang,Zihan Wang,Sorin Lerner,Jingbo Shang
arxiv(2024)
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CHINESE COMPUTATIONAL LINGUISTICS, CCL 2023 (2023): 37-57
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CoRR (2023)
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CoRR (2023): 13603-13616
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PROCEEDINGS OF THE 32ND ACM INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, CIKM 2023 (2023): 2666-2675
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D-Core
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