刘群, 自然语言处理, 机器翻译, 预训练语言模型, 中文信息处理
刘群 (Qun Liu)，教授，博士
单位
华为诺亚方舟实验室(Huawei Noah's Ark Lab)
职位
语音语义首席科学家(Chief Scientist of Speech and Language Computing)
工作经历
- 2018/07-现在：华为诺亚方舟实验室(Huawei Noah's Ark Lab)，语音语义首席科学家
- 2012/07-2018/06：都柏林城市大学(Dublin City University)，教授
- 2015/06/30-2015/07/23：台湾中研院资讯所，访问学者
- 2015-2018/06：Irish ADAPT Centre，Theme Leader (NLP & MT)
- 2012/07-2014：Irish CNGL Centre，Theme Leader (NLP & MT)
- 1992/07-2018/06：中国科学院计算技术研究所(2012/07起为兼职)，研究员、教授 (2005年起)
- 2007/01/01-2007/03/01：New York University (纽约大学)，访问学者
- 2005/04/01-2005/04/30：Hong Kong Polytechnic University (香港理工大学)，访问学者
- 2004/01/26-2004/02/25：NICT (日本情报通信研究机构)，访问学者
- 2003/11-2018/06：中国科学院大学 (兼职)，教授 (2005年起)
教育经历
- 1999/09-2004/05：理学博士，计算机软件，北京大学计算语言学研究所
- 1989/09-1992/07：工学硕士，计算机应用，中国科学院计算技术研究所
- 1984/09-1989/07：工学学士，计算机科学技术，中国科学技术大学
研究兴趣
- Computational Linguistics
- Natural Language Processing
- Large Language Models
研究课题
My research work focuses on Natural Language Processing and Machine Translation, its theory, technology and application, including:
- Morphological Analysis
- Parsing
- Semantic Processing
- Language Modeling
- Machine Translation
- Named Entity Recognition and Information Extraction
- Large Scale Linguistic Resource Construction
- Evaluation Technologies for NLP & MT
- Chinese Language Processing
- Cross-Language/Cross-Standard/Cross-Domain Adaption for NLP
- Dialog and Question Answering
- Language Generation
- Neural Symbolic Computing
论文著作
请访问以下网址获取本人论文发表详情:
程序代码
演讲报告
- 2025/06/07 SCR-Bench：知识驱动的长链条常识推理数据合成与评价方法
an invited talk at AI技术培训, 汕尾
an invited talk at Symposium on Humanities and Culture, online
an invited talk at IMLIP2024 国际多语种智能信息处理大会, 北京
an invited talk at MLA2024 第22届机器学习及其应用研讨会, 合肥
an invited talk at CNCC 2024 论坛：大模型与超级智能的演进路径, 横店
an invited talk at 中国计算语言学大会 CCL 2024, 太原
an invited talk at CCF秀湖会议——新一代知识工程：记忆、推理与可解释, 苏州
an invited talk at 人文+人工智能交叉学科沙龙, 黄大年茶思屋，复旦大学，上海
an invited talk at 大模型技术洞察交流会, 深圳
an invited talk at CCF大模型论坛, 北京
an invited talk at 人工智能与算力底座研讨会, 东莞
an invited talk at ICLR 2024 EXPO Talk by Huawei, Vienna, Austria
an invited talk at Hong Kong Metropolitan University, online
an invited talk at 2023掘金年度技术演讲, 深圳
an invited talk at HKPolyU, Hong Kong
an invited talk at 中文信息学会信息检索专委会年会, 山西太原
an invited talk at FST Symposium on Science and Technology and Graduation Ceremony, Macau University, Macau
an invited talk at 中国中文信息学会2022学术年会, 北京
- an invited talk at 黄大年茶思屋 Chaspark Forum, online
- an invited talk at 全国少数民族自然语言处理青年论坛, online
- an invited talk at 全球人工智能技术大会自然语言处理论坛 GAITC 2022 NLP Forum, online
- an invited talk at CCF对话技术启智会 / CCF Inspiring New Ideas on Dialog Technologies, online
- an invited talk at 全国机器翻译大会 Chinese Conference of Machine Tanslation (CCMT2022), online
- an invited talk to University of Edinburgh, Edinburgh
- an invited talk at 2022智源大会NLP论坛 / 2022 BAAI Conference - NLP Forum, online
- an invited talk at 第18届全国少数民族语言信息处理学术研讨会, online
- an invited talk at全国人工智能大会自然语言处理论坛, Chendu, China
- an invited talk at 世界计算大会, Changsha, China
- an invited talk at 机器之心ACL论文线下分享会, Beijing, China
- an invited talk at 多语种智能信息处理高峰论坛（IMLIP2021）, online
- an invited talk at 北京智源大会IR论坛（BAAI2021 IR Forum）, online
- an invited talk at Chinese Lexical Semantics Workshop（CLSW2021）, online
- an invited talk at 全国计算语言学大会（CCL2020）, online
- an invited talk at AutoSimTrans Workshop, attached with ACL 2020, online
- an invited talk at DiscoMT 2019 Workshop, attached with EMNLP 2019, Hong Kong, China
- at 北京智源大会NLP论坛, Beijing, China
- at 第四届语言与智能高峰论坛, Beijing, China
- at Deep Learning Meetup Accenture The Dock, Dublin, Ireland
- at DeepHack.Babel, MIPT, Moscow, Rassia (online)
- at University of Chinese Academy of Sciences, Beijing, China
- a tutorial at AMTA 2016, Austin, TX, USA
- at ADAPT Industry Showcase, Dublin, Ireland
- at Nanjing University, Nanjing, China
- at Nanjing Normal University, Nanjing, China
- at IIS Academia Sinica, Taipei, Taiwan
- at COLING 2014, Dublin, Ireland
- at University of Ulster, Northern Ireland
- at City University of New York (CUNY) and IBM Watson Research Center, New York
- at MONOMT Workshop, attached with AMTA2012, San Diego
培养学生
学术服务
- 期刊编委:
- Transactions of the Association for Computational Linguistics (TACL) (2020-Present)
- Computational Linguistics (Editorial Board Member, 2017-2019)
- Machine Translation (2011/12-present)
- ACM Transactions on Asian Language and Information Processing (TALIP) (2010/6-2011/12)
- 中文信息学报 (2006-present)
- 期刊审稿:
- Computational Linguistics (CL)
- Transactions of the Association for Computational Linguistics (TACL)
- ACM Transactions on Asian Language and Information Processing (TALIP)
- Machine Translation
- Neural Computing
- Journal of Artificial Intelligence Research (JAIR)
- Transactions on Audio, Speech and Language Processing (T-ASL)
- Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
- Computer Speech & Language (CSL)
- 中文信息学报(Journal of Chinese Information Processing)
- 计算机学报(Journal of Computer Science and Technology)
- 计算机研究与发展(Journal of Computer Research and Development)
- 自动化学报(ACTA Automata Sinica)
- 会议组织:
- 2025 NeurIPS (Area Chair)
- 2025 ICML (Area Chair)
- 2025 ARR/ACL/EMNLP (Area Chair)
- 2024 NeurIPS (Area Chair)
- 2024 ARR/ACL/EMNLP (Area Chair)
- 2024 ICML (Area Chair)
- 2023 IJCNLP-AACL (Area Chair)
- 2023 ICML (Area Chair)
- 2023 ARR/ACL/EMNLP (Area Chair)
- 2022 ICLR (Area Chair)
- 2022 NeurIPS (Area Chair)
- 2022 COLING (Area Chair)
- 2022 AutoSimTrans Workshop (Co-organizer)
- 2022 ICML (Meta-reviewer)
- 2022 KDD (SPC)
- 2022 ARR/ACL/EMNLP (Area Chair)
- 2021 ARR (Area Chair)
- 2021 EMNLP (Area Chair)
- 2021 IJCAI (Area Chair)
- 2021 ICML (Area Chair)
- 2021 ACL-IJCNLP (Senior Area Chair)
- 2021 ICLR (Area Chair)
- 2021 NeurIPS ENLSP Workshop (Co-organizer)
- 2021 第六届语言与智能高峰论坛 Language and Intelligence Summit (Co-chair)
- 2021 AutoSimTrans Workshop (Co-organizer)
- 2020 NeurIPS (Area Chair)
- 2020 AAAI (SPC)
- 2020 ICLR (Area Chair)
- 2020 ACL (MT Area Co-chair)
- 2020 EMNLP (Demonstration Co-chair)
- 2020 AACL-IJCNLP (Publicity co-chair)
- 2020 CNCC Forum on 预训练语言模型：还能走多远？ (Chair)
- 2019 CNCC Forum on 自然语言对话：技术挑战和应用前景 (Chair)
- 2019 IWDP 国际篇章处理研讨会 (Co-organizer)
- 2019 NLPCC (Conference Co-chair)
- 2018 EMNLP (MT area co-chair)
- 2018 IWDP 国际篇章处理研讨会 (Co-organizer)
- 2018 MLP-MomenT Workshop (Co-chair)
- 2017 Multi-Lingual Processing (MLP) Workshop (Chair)
- 2015 DL4MT Winter School (Organizer)
- 2014 COLING (Tutorial Co-chair)
- 2013 ACL (Workshop Co-chair)
- 2011 IUCS (General Chair)
- 2011 MT SUMMIT (Organization Co-chair)
- 2010 EMNLP (Area Co-chair)
- 2010 COLING (Area Co-chair)
- 2010 CLP (PC co-chair)
- 2011 CWMT (Evaluation Organizer)
- 2009 CWMT (Evaluation Organizer)
- 2008 CWMT (Evaluation Organizer)
- 2007 CWMT (Evaluation Organizer)
- 2006 CWMT (Organizer)
- 2005 HTDRP Evaluation on Chinese Information Processing and Intelligent Human-machine Interface (Organizer)
- 2004 HTDRP Evaluation on Chinese Information Processing and Intelligent Human-machine Interface (Organizer)
- 2003 HTDRP Evaluation on Chinese Information Processing and Intelligent Human-machine Interface (Organizer)
- 会议审稿:
- 2025 MT Summit
- 2025 COLM
- 2024 ICLR
- 2024 COLM
- 2023 MT Summit
- 2022 WMT
- 2022 ICLR
- 2021 AAAI, NAACL, CCMT, NLPCC, NeurIPS, WMT, CODI
- 2020 EAMT, EMNLP, CODI, COLING, NLPCC, MT Summit, CCMT, AMTA, AACL, WMT
- 2019 AAAI, NAACL, ACL, IJCAI, MTSummit, IWSLT
- 2018 AMTA, NAACL, WILDRE4, IJCAI-ECAI, ACL, COLING, EAMT, NLPCC, WMT, IALP, IWSLT
- 2017 EACL, EAMT, ACL, WMT, EMNLP, MT Summit, AICS, NLPCC, IJCNLP, IALP, IWSLT, LREC
- 2016 LREC, NLP4TM, EAMT, IEEE DSC, NAACL, HLT-IA, ACL, WMT, AICS, SLSP, AMTA, EMNLP, IALP, COLING, WAT
- 2015 ACL-IJCNLP, EAMT, EMNLP, EXPERT, IALP, IJCAI, MT Summit, NAACL-HLT, NLP4TM, NLPCC, RANLP, S2MT, WMT
- 2014 ACL, AMTA, COLING, EACL, EAMT, EMNLP, IALP, IWSLT, LREC, WMT
- 2013 ACL, EMNLP, IALP, IJCNLP, MTSummit, NAACL-HLT, PACLIC, SLSP
- 2012 ACL, AMTA, COLING, NAACL-HLT
- 学术组织职务:
- ACL Nomination Committee (Member,2024,2025)
- 中国计算机学会大模型论坛 CCF-FoLM (副主任,2024-present)
- 中国人工智能学会多语言信息处理专委会 CCAI-IMLIP (副主任,2021-present)
- ACL SIGHAN (Information Officer of China, 2011/12-2013)
- ACL (Member 2007-present)
- 中国中文信息学会 CIPSC (副理事长,2021-present; 理事,2016-2021; 常务理事,2011-2016)
- 中国中文信息学会计算语言学专委会 (委员 xxxx-present)
- 中国中文信息学会机器翻译专委会 (副主任 xxxx-yyyy，委员：yyyy-present)
- 中国计算机学会自然语言处理专委会 CCF-TCNLP (副主任,2019-present)
- 中国计算机学会术语工作委员会 (副主任 xxxx-yyyy)
- 全国科学技术名词审定委员会计算机分委员会 (副主任 xxxx-yyyy)
奖励
- 2024 2024 AI 2000 Most Influential Scholar Award Honorable Mention in NLP
- 2023 2023世界互联网大会领先科技奖
- 2023 IAMT Honor Award
- 2023 高等院校科学研究优秀成果奖（科学技术）自然科学一等奖
- 2022 ACL Outstanding Paper Award
- 2021 ACL Fellow
- 2019 ACL Best Long Paper Award
- 2016 CCL NLP-NABD Best Paper Award
- 2015 国家科学技术进步二等奖
- 2015 中国电子学会科学技术一等奖
- 2014 CCL NLP-NABD Best Paper Award
- 2012 Google Research Award
- 2011 政府特殊津贴
- 2011 朱李月华优秀教师奖
- 2010 中国中文信息学会钱伟长中文信息处理科学技术奖
- 2009 北京市2009年科学技术二等奖
- 2006 COLING-ACL Meritorious Asian NLP Paper Award
电子邮件
qun(dot)liu(at)huawei(dot)com
社交媒体
通讯地址
Huawei Tech. Investment Co.,Ltd
Bio-informatics Center
Hong Kong Science Park
Shatin, NT, Hong Kong SAR
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