基本信息
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职业迁徙
个人简介
My research interest generally lies in scalability and the interpretability aspects of Natural Language Processing, with their applications to Language Modeling, Information Extraction and Dialogue System. I am striving to answer the following research questions:
Can deep neural networks develop its own language (i.e., sparse, structured and discrete latent representations) during large-scale self-supervised learning?
Can we leverage sparse latent decisions to improve generalizability, interpretability and scalability of the foundation models?
Can deep neural networks develop its own language (i.e., sparse, structured and discrete latent representations) during large-scale self-supervised learning?
Can we leverage sparse latent decisions to improve generalizability, interpretability and scalability of the foundation models?
研究兴趣
论文共 9 篇作者统计合作学者相似作者
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期刊级别
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arxiv(2020)
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CoRR (2019): 1876-1885
arxiv(2019)
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SIGDIAL Conferencepp.209-213, (2018)
作者统计
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合作机构
D-Core
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