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

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

Please visit my GitHub

演讲报告

2023/02/16 ChatGPT技术分析 (Video)
- an invited talk at 黄大年茶思屋 Chaspark Forum, online
2022/12/11 神经符号计算的再思考
- an invited talk at 全国少数民族自然语言处理青年论坛, online
2022/11/27 规则知识与神经网络的融合 Integration of Rules into Neural Networks
- 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
2022/08/21 对话系统用户意图建模 User Intent Modeling in Dialog Systems
- an invited talk at CCF对话技术启智会 / CCF Inspiring New Ideas on Dialog Technologies, online
2022/08/10 神经机器翻译语言迁移和预训练中语言资源的极致利用
- an invited talk at 全国机器翻译大会 Chinese Conference of Machine Tanslation (CCMT2022), online
2022/07/20 Large-scale Pre-trained Language Models - Opportunities and Challenges
- an invited talk to University of Edinburgh, Edinburgh
2022/06/02 TGEA Datasets and Benchmark Tasks
- an invited talk at 2022智源大会NLP论坛 / 2022 BAAI Conference - NLP Forum, online
2021/11/28 神经自然语言处理方法中的子词切分方法综述
- 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
2021/10/13 关于预训练大模型发展前景的一些思考和探讨
- an invited talk at全国人工智能大会自然语言处理论坛, Chendu, China
2021/09/18 Solving Math Word Problems with Pre-trained Language Models
- an invited talk at 世界计算大会, Changsha, China
2021/07/30 Efficient NLP Modeling and Training_ Advances in Huawei Noah's Ark Lab
- an invited talk at 机器之心ACL论文线下分享会, Beijing, China
2021/06/06 多语言预训练语言模型：技术与应用
- an invited talk at 多语种智能信息处理高峰论坛（IMLIP2021）, online
2021/06/02 SparTerm Learning Term-based Sparse Representation
- an invited talk at 北京智源大会IR论坛（BAAI2021 IR Forum）, online
2021/05/15 Benchmarking the Ability of Commonsense Understanding and Reasoning for Pretrained Language Models
- an invited talk at Chinese Lexical Semantics Workshop（CLSW2021）, online
2020/10/31 预训练语言模型研究进展和趋势展望
- an invited talk at 全国计算语言学大会（CCL2020）, online
2020/06/18 Research and Practice of Simultaneous Speech Translation in Huawei Noah’s Ark Lab
- an invited talk at AutoSimTrans Workshop, attached with ACL 2020, online
2019/11/03 Document-level Machine Translation: the Current State and the Challenges
- an invited talk at DiscoMT 2019 Workshop, attached with EMNLP 2019, Hong Kong, China
2019/10/31 预训练语言模型的研究与应用
- at 北京智源大会NLP论坛, Beijing, China
2019/08/24 基于深度学习的自然语言处理:边界在哪里?
- at 第四届语言与智能高峰论坛, Beijing, China
2018/03/21 What has Deep Learning brought to Natural Language Processing?
- at Deep Learning Meetup Accenture The Dock, Dublin, Ireland
2018/01/29 Neural Machine Translation
- at DeepHack.Babel, MIPT, Moscow, Rassia (online)
2017/10/11 Research and Applications of Machine Translation: Personal Experience
- at University of Chinese Academy of Sciences, Beijing, China
2016/10/28 Dependency-Based Statistical Machine Translation
- a tutorial at AMTA 2016, Austin, TX, USA
2016/09/25 The Oppotunities of Deep Learning in NLP
- at ADAPT Industry Showcase, Dublin, Ireland
2016/05/18 Recent Progress in Syntax-based Machine Translation
- at Nanjing University, Nanjing, China
2016/05/18 A Novel Approach to Dropped Pronoun Translation
- at Nanjing Normal University, Nanjing, China
2015/07/14 Syntax in Statistical Machine Translation
- at IIS Academia Sinica, Taipei, Taiwan
2014/08/28 Adaptation for Natural Language Processing
- at COLING 2014, Dublin, Ireland
2013/04/10 Context-Aware Rule-Selection for SMT
- at University of Ulster, Northern Ireland
2012/11/5-6 Context-Aware Rule-Selection for SMT
- at City University of New York (CUNY) and IBM Watson Research Center, New York
2012/11/1 Maximum Rank Correlation Training for SMT
- at MONOMT Workshop, attached with AMTA2012, San Diego

培养学生

学术服务

期刊编委:
- 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:
- 2022 AutoSimTrans Workshop (Co-organizer)
- 2022 ICML (Meta-reviewer)
- 2022 KDD (SPC)
- 2022 ARR (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:
- 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 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)
- 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)

奖励

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

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通讯地址

Huawei Tech. Investment Co.,Ltd
Bio-informatics Center
Hong Kong Science Park
Shatin, NT, Hong Kong SAR