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Deng Cai and Natural Language Processing
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Deng Cai's Homepage Deng Cai (蔡登) My blog Experience Awards Code Papers Bio I am a senior researcher at Tencent AI Lab . I recieved my PhD from The Chinese University of Hong Kong , where I was advised by Prof. Wai Lam . Before that, I was a MS student at Shanghai Jiao Tong University supervised by Prof. Hai Zhao . In the past, I also worked with Meta AI , Amazon AWS AI , Microsoft Research Redmond , and Alibaba DAMO Academy . I have a broad interest in natural language processing and machine learning. My work spanned from fundamental language analysis (e.g., semantic parsing) to real-world NLP applications (e.g., chatbots & translation). From a systematical view, my research is driven by the ultimate goal of building more interpretable and extensible NLP systems. To achieve that, my research has revolved around symbolic semantics and reasoning ( ACL20 , AAAI20 , EMNLP21 ), and explicit and external memory ( EMNLP20 , NAACL19 , ACL21 , ICLR23 )...
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