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M
Minlie Huang
H指数:64
被引数:1.5万
个人简介
My general interests include artificial intelligence, deep learning, and natural language processing. I am particularly interested in the following fields: - Natural language generation theories, models & evaluation - Fundamental problems in large language models and multi-modal foundation models - AI alignment, safety and ethics - Social intelligence with large language models (emotion, theory-of-mind, mental health applications) I am leading a research group named Conversational AI (CoAI, GitHub link). This group published more than 100 papers on ACL, ICLR, ICML, Neurips conferences, and has won many paper awards including COLING 2010 best paper, ACL 2012 best student paper, IJCAI 2018 distinguished paper, SIGDIAL 2020 best paper, NLPCC 2015/2020 best paper, ACL 2023/2024 area chair award, etc. We have also highly cited works including emotional chatting machine (AAAI 2018), ESC (ACL 2021), PPT (ACL 2022), MiniLLM (ICLR 2024), ChatGLM (2024, with Prof. Jie Tang), etc.
教育背景
2006.12
the University PhD
工作经历
暂无内容
荣誉奖项
- First Prize for Qian Weichang Chinese Information Processing Technology Invention Award（2024）
- Area Chair Award in ACL 2024（2024）
- China Institute of Electronics Science and Technology Award, First Prize for Scientific and Technological Progress（2023）
- Area Chair Award in ACL 2023（2023）
- Distinguished Young Scholars of National Science Foundation（2021）
- Best Paper in EMNLP 2021 Workshop（2021）
- Best Student Paper in NLPCC 2020（2020）
- Best Paper in SIGDIAL 2020（2020）
- Best Demo Paper Nomination in ACL 2019（2019）
- Wuwenjun AI Award（2019）｜Chinese AI Society
- Alibaba Innovative Research Award（2019）｜Alibaba
- MSRA Collaborative Research Grand（2019）｜MSRA
- Distinguished paper in IJCAI-ECAI 2018（2018）
- Hanvon Youngth Innovation Award（2018）｜Chinese Information Processing Society
- CCL Best Demo Award（2018）
- Winner of Short Text Conversation Challenge II at NTCIR（2017）
- NLPCC Best Paper（2015）
- Excellent Employee of the Department（2008/2018）
- Excellent PhD graduate of the University（2006）
- Excellent PhD Dissertation of the University（2006）
Neural Networks
IF6.3
增强型大型语言模型在抑郁症和焦虑症有效筛查中的应用
用于精神卫生支持的聊天机器人: 探索Emohaa对减少中国精神困扰的影响
RESEARCH
IF10.7
面向任务的对话系统的记忆增强对话管理
