周明博士

澜舟公司创始人和首席执行官

创立澜舟科技#

周明博士于 2021 年 6 月创立了澜舟科技公司。该公司致力于开发最先进的下一代认知智能技术，包括自然语言和多模态信息的理解和生成、机器翻译、知识图谱、问答和推理、行业搜索、知识服务等技术。

周博士是世界顶级的 NLP 科学家，中国自然语言处理领域的代表性人物。曾任微软亚洲研究院副院长、国际计算语言学协会（ACL）主席。现任中国计算机学会副理事长、中国中文信息学会常务理事。曾任微软-清华联合实验室主任、微软-哈工大联合实验室主任。他还担任哈尔滨工业大学、天津大学、南开大学、北航、中国科技大学等高校的博士导师。他是中国计算机学会会士、中国人工智能学会会士。他也是首都劳动奖章获得者。

周明博士 1999-2020 年二十一年来长期领导微软亚洲研究院的 NLP 研究，在计算机创作、机器翻译、搜索、推荐、预训练模型等领域获得世界领先研究成果并广泛应用于微软的各类产品，包括 Windows、Office、必应搜索、Azure 云计算中。他领导了微软中日文输入法、必应词典、中英、中日机器翻译等系统的开发。研制的微软对联是世界上第一套人工智能对联系统，对话引擎、诗歌生成等是微软小冰聊天机器人的核心技术引擎在学术领域，周明博士在世界顶级的会议和期刊（如ACL、NeurIPS、AAAI、IJCAI、EMNLP、COLING、SIGKDD、 SIGIR、Computational Linguistics）发表 260 余篇论文，包括在 ACL 发表约 100 篇文章。他（2012-2020）八年来在机器学习和自然语言处理领域顶级学术会议发表文章数目排名世界第一名，谷歌学术搜索 H-Index 为 97 。他领导的课题组多次在国际 NLP 评测，譬如机器翻译、阅读理解、语法检查、语言理解和生成等，获得第一名。他拥有国际发明专利 50 余项。撰写《机器翻译》、《智能问答》两本专著。

周明 1985 年本科毕业于重庆大学、1991 年在哈尔滨工业大学获得博士学位，均为计算机专业。1991-1999 在清华大学博士后并任教。期间 1996-1999 年访问日本高电社公司主持机器翻译研究。1999-2020 年在微软亚洲研究院工作。在 1999 年加入微软研究院之前，他是中国最早的中英机器翻译系统 CEMT 和日本最有名的中日机器翻译产品 J-北京 的研制者。以 J-北京 为翻译引擎之一的机器翻译服务 J-Server 曾获得日本机器翻译协会最高奖-长尾真奖。

过去二十年来，他和所在微软亚洲研究院有关部门通过实习生计划、微软-高校联合培养博士计划、微软-高校联合实验室、培养了 600 名实习生、20 名博士和 20 名博士后。这些人士都成为国内外 NLP 的领军人物和技术骨干。他还积极筹划和大力支持 NLP 暑期学校和学术会议（譬如 NLPCC、语言与智能高峰论坛）、主导创建 ACL 亚洲分部、筹办 ACL2020。他对 NLP 在中国的发展做出了卓越贡献。

作为中国计算机学会副理事长，他积极推动先进的计算技术在各个行业和相关企业的应用。与有关人士一道推动成立了计算机学会计算艺术分会，推动成立了 CTO Club，并主持了旨在增进 CTO 交流的 C3 系列活动。

他领导的正在创新工场孵化的澜舟科技是一个崭新的 NLP 团队。目标是发展成为世界上最强的 NLP 技术团队并把研发的技术赋能企业，促进企业的数字化和智能化。开发的孟子轻量化模型技术获得中文 NLP 能力 CLUE 榜首。澜舟孟子认知服务平台获得 2021 年度北京国际 HICOOL 大赛一等奖暨人工智能和金融赛道第一名。

学术界服务#

1. ACL 2000 亚洲语言处理领域主席
2. ACL 2003 领域主席
3. 首届亚洲信息检索大会（AIRS）程序委员会主席（2004）
4. IJCNLP 2004 Demo/Poster 主席
5. IJCNLP 2005 领域主席
6. EMNLP/HLT 2005 领域主席
7. NAACL/HLT 2006 领域主席
8. COLING-ACL2006 领域主席
9. IJCAI 2007的 NLP 主席
10. ACL 2008的 Workshop 主席
11. SIGIR 2009 宣传主席
12. COLING 2010 领域主席
13. SIGIR 2012 和 SIGIR 2013 的领域主席
14. 首届 NLPCC 程序委员会主席（2012）、第二届 NLPCC 大会主席（2013）
15. 中国计算机学会自然语言处理技术委员会主任（2016-2019）
16. ACL 主席（2019）、ACL 执委会成员（2017-2020）、ACL 提名委员会委员（2020-2022）
17. 中国计算机大会（CNCC-2019）程序委员会主席
18. 中国计算机学会（CCF）三个副理事长之一。主管企业服务工作和学会会员发展工作

研究经历#

“孟子”认知计算平台（2021-），澜舟创始人

作为澜舟公司创始人，他领导的“孟子”认知计算平台，包括 ① 轻量级预训练模型“孟子”，打败了 CLUE 排行榜（中文 GLUE）巨头公司的庞大模型，具备机器阅读理解、推理、蕴涵、分类等 10 项 NLP 任务；② 新一代机器翻译、文本生成和搜索系统。他在 2021 年北京国际创新创业大赛 HICOOL 上获得一等奖，这是中国同类赛事中最负盛名的。澜舟机器翻译系统提供中文和 15 种语言之间的自动翻译，其中 11 种语言的性能优于谷歌机器翻译系统。澜舟文案生成系统生成连贯一致的文本，其质量优于 GPT 模型和其他模型。澜舟开发的营销文案生成引擎已经与数说故事合作提供 SaaS 产品服务。澜舟市场情报搜索与研究系统融合了信息检索、信息提取、机器阅读、摘要、情绪分析等先进技术。这些技术全部基于“孟子”预训练模型。提供了高质量的搜索和强大的研究能力，可有效地提高市场分析的效率。

预训练模型技术（2018-2020），微软亚洲研究院自然语言计算组（MSRA-NLC）主任

他领导 MSRA-NLC 开发先进的语言、多语言和跨模态预训练模型技术，并使用这些模型开发新一代的语言理解、文本生成、机器翻译、图像理解、图像生成、文档理解、ASR 和 TTS。大大提升了 NLP 各项任务的能力。其中，UniLM 将语言理解和生成整合到一个预训练模型中，在研究界极具影响力，并获得了 2018 年中国互联网领先技术奖。

微软小冰聊天引擎(2015-2019)，微软亚洲研究院自然语言计算组（MSRA-NLC）主任

带领 MSRA-NLC 开发了聊天引擎，以支持在中国、日本和美国发布的小冰聊天机器人产品。该聊天引擎采用基于检索和基于生成的混合模型，以 21.6 轮自然对话达到当时聊天机器人的最高水平。除了聊天引擎，他的团队还为小冰开发了诗歌生成和新闻推荐等关键技术。

微软手语翻译（2012-2013），微软亚洲研究院自然语言计算组（MSRA-NLC）主任

提出利用微软 Kinect 实现手语的翻译，并建立与中科院计算所陈熙霖教授课题组合作，完成了一个基于 Kinect 的手语翻译和中-英翻译等能力的中文、英语和手语的互译系统。在 2012 年西雅图的微软全体员工大会上，由当时微软 CEO 鲍尔默（操英语）与北京联合大学的聋哑学生（操手语）进行对话，通过该系统实现英文和手语的自动翻译，引起了会场的轰动。后来该项目获得了新任 CEO 萨提亚·纳德拉颁发的微软“Ability Award”。

英库词典（必应词典）(2010-2012)，微软亚洲研究院自然语言计算组（MSRA-NLC）主任

他带领 MSRA-NLC 开发了英库英语学习搜索引擎，该搜索引擎具有海量双语例句检索、机器翻译、拼写检查和图片检索和语音朗读等功能。英库荣获华尔街日报亚洲创新奖，并于 2012 年成为微软必应词典产品。它是微软在中国发布的最受欢迎的产品之一。

机器翻译研发 (2000-2020)，微软亚洲研究院自然语言计算组（MSRA-NLC）主任

他带领 MSRA-NLC 先后开发中英文及其他语言之间的基于实例的机器翻译、统计机器翻译系统和神经机器翻译系统。同时也开发了交互式翻译和旅游用口袋翻译。它是 MS Translator 产品的一个组成部分，服务全球成千上万的客户。其中中英互译系统在新闻翻译中达到了与人类译员相当的水准。

微软对联（2005-2007），微软亚洲研究院自然语言计算组（MSRA-NLC）主任

他设计了巧妙的电脑自动对联系统。利用统计机器翻译原理，给定上联，电脑自动生成下联并且给出横批。微软对联系统在微软亚洲研究院 21 世纪的计算大会上连续三年登台演示，每次对对联的水平，都有新的提升。多次在中央电视台报道。微软对联代表了微软亚洲研究院在利用大数据进行人工智能方面的最有代表性的探讨。后来又发展了电脑写格律诗、电脑猜谜语等创新技术，形成了微软在文学创作领域的创新体系。

微软输入法、英语写作助理、跨语言检索（1999-2004），先后担任微软亚洲研究院自然语言计算组（MSRA-NLC）研究员和主任

他领导的 IME，英语写作助理和跨语言信息检索项目已经转移到 MS 产品（Windows 和 Office）。跨语言信息检索在 TREC-9 CLIR 和 NTCIR-III CLIR 中均获得第一名。

中日机器翻译产品, 日本高电社中文翻译研究室主任 (1996-1999)

他在日本高电社领导了一个团队开发了中日机器翻译产品 J-北京。自从 1998 年发布以来在日本市场上一直名列前茅。J-北京 后来成为 J-Server 翻译网络的翻译引擎之一。 J-Server 在日本获得了日本翻译协会的最高荣誉“长尾真奖”。

中文依存分析、中文拼写检查，香港城市大学研究员(1996 年 6 月-1996 年 9 月)

他试用统计方法对汉语依存关系标注和拼写检查进行了研究。

中文名词短语的抽取，香港中文大学研究助理（1995 年 3 月-1995 年 6 月）

他参加了一个团队开发基于统计的中文名词短语抽取研究工作。

汉英机器翻译和汉语依存分析，清华大学博士后、副研究员（1991-1999）

他带领清华大学和哈尔滨工业大学联合团队开发了 "DEAR" 英语写作助手系统，该系统支持双语句例搜索、在线词典和基于规则的翻译。

CEMT 汉英机器翻译系统，哈尔滨工业大学硕士和博士生（1985-1991）

他开发的 CEMT 系统是中国第一个汉英机器翻译系统。他开发了一个基于规则的翻译系统，设计了数以千计的规则，实现中文分析、中-英转换和英文生成。

教育背景#

• 1988年9月-1991年11月 哈尔滨工业大学计算机应用专业 博士论文: 汉英机器翻译
• 1985年9月-1988年7月 哈尔滨工业大学计算机应用专业 硕士论文: 汉英机器翻译
• 1981年9月-1985年7月 重庆大学计算机工程专业 学士论文: 手写数字识别

专利#

50 余项美国专利

获奖情况#

1. 2021年：北京 HICOOL 国际创新创业大赛最高奖（全世界 4800 个队参赛，仅有 6 个队获得最高奖），奖金 200 万元
2. 2019年：预训练模型和机器阅读理解获得乌镇互联网领先科技奖
3. 2018年：北京“首都工人奖章”。这是北京市在每年“五一国际劳动节”颁发的表彰优秀工作者的最高政府奖项
4. 2014年：由于 Kinect 手语系统，获得微软 CEO 萨提亚·纳德拉颁发的“Ability Award”
5. 2012年：“英库”英语学习搜索引擎获得华尔街日报亚洲创新奖
6. 2008年：微软对联获得 MSRA 十周年最佳创新奖
7. 2008年：微软中日文输入法获得 MSRA 十周年最佳创新奖
8. 1995年：“达雅”英语写作助手系统获中国航天部技术进步二等奖
9. 1991年：CEMT 机器翻译系统获中国航天部技术进步二等奖
10. 1990年：“石山麟”最优秀学生奖（哈尔滨工业大学每年 10 名学生）

书籍和章节#

1. 机器翻译，高等教育出版社，2019 年
2. 智能问答，高等教育出版社，2019 年
3. 自然语言理解，《人工智能概论》一书的一章，科学出版社，2019 年

公开演讲或者采访#

• 2022 机器之心 AI 科技年会特邀报告：认知智能的创新时代。https://new.qq.com/omn/20220404/20220404A04BMW00.html
• 2022 科学网采访：预训练模型创业渐入佳境。https://news.sciencenet.cn/sbhtmlnews/2022/2/368202.shtm
• 2022 中国人工智能学会会刊：认知智能的进展和思考。https://www.163.com/dy/article/H377F0SV0511PEBT.html
• 2021 量子位报道：四两拨千斤！AI 大牛周明率澜舟团队刷新 CLUE 新纪录，轻量化模型孟子一鸣惊人。https://www.laohu8.com/post/145135719?f=recommend
• 2020 中国人工智能大会（CCAI 2020）：预训练模型在多语言、多模态的进展。https://www.msra.cn/zh-cn/news/features/ccai-2020-ming-zhou
• 2020 语言智能高峰会议（2020）：从语言智能到代码智能。http://oppo.yidianzixun.com/article/0Ry9B8eC?appid=oppobrowser&impid=-1134756418_1605881970939_0LzpdLsY_n2n&__publisher_id__=ztB4s9GCAduhAHmqRsF28A
• 2019 ACL 大会主席演讲（ACL 2019，佛罗伦萨）：ACL 和 NLP 的美好未来。https://blog.csdn.net/mujie2015/article/details/115472066
• 2018 NLP 将迎来黄金十年。https://baijiahao.baidu.com/s?id=1618179669909135692&wfr=spider&for=pc
• 2017 机器之心采访：如果用一个词形容 NLP 圈的 2017，我选“想象”。https://baijiahao.baidu.com/s?id=1592634268788540279&wfr=spider&for=pc

发表论文#

1. Wang, Siyuan; Zhong, Wanjun; Tang, Duyu; Wei, Zhongyu; Fan, Zhihao, Jiang, Daxin; Zhou, Ming;Duan, Nan, Logic-Driven Context Extensionand Data Augmentation for Logical Reasoning of Text, ACL, 2022
2. Guo, Daya; Lu, Shuai; Duan, Nan; Wang, Yanlin; Zhou, Ming; Yin, Jian; UniXcoder: Unified Cross-Modal Pre-training for Code Representation, ACL, 2022
3. Zhong, Wanjun; Gao, Yifan; Ding, Ning; Qin, Yujia; Liu, Zhiyuan; Zhou, Ming; Wang, Jiahai; Yin, Jian; Duan, Nan, ProQA: Structural Prompt-based Pre-training for Unified Question Answering, NAACL, 2022
4. Zhong, Wanjun; Wang, Siyuan; Tang, Duyu; Xu, Zenan; Guo, Daya; Wang, Jiahai; Yin, Jian; Zhou, Ming; Duan, Nan, Analytical Reasoning of Text, NAACL, 2022
5. Jiang, Yuchen; Ma, Shuming; Zhang, Dongdong; Yang, Jian; Huang, Haoyang; Zhou, Ming, BlonD: An Automatic Evaluation Metric for Document-level MachineTranslation, NAACL, 2022
6. Liu, Qian; Zhou, Ming; Wang, Jiahai; Yin, Jian; Duan,  Nan , Reasoning over Hybrid Chain for Table-and-Text Open Domain Question Answering, IJCAI-ECAI 2022
7. Wang, Siyuan; Liu, Zhongkun; Zhong, Wanjun; Zhou, Ming; Wei, Zhongyu; Chen, Zhumin; Duan, Nan; From lsat: The progress and challenges of complex reasoning IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2022
8. Xia, Qiaolin; Huang, Haoyang; Duan, Nan; Zhang, Dongdong; Ji, Lei; Sui, Zhifang; Cui, Edward; Bharti, Taroon; Zhou, Ming; Xgpt: Cross-modal generative pre-training for image captioning , CCF International Conference on Natural Language Processing and Chinese Computing, 2021
9. Yang, Tianchi; Hu, Linmei; Zhang, Luhao; Shi, Chuan; Yang, Cheng; Duan, Nan; Zhou, Ming; Tree-Capsule: Tree-Structured Capsule Network for Improving Relation Extraction, Pacific-Asia Conference on Knowledge Discovery and Data Mining, 2021
10. Weizhen Qi, Yeyun Gong, Jian Jiao, Yu Yan, Weizhu Chen, Dayiheng Liu, Kewen Tang, Houqiang Li, Jiusheng Chen, Ruofei Zhang, Ming Zhou, Nan Duan; Bang: Bridging autoregressive and non-autoregressive generation with large scale pretraining, International Conference on Machine Learning, 2021
11. Chen, Sanyuan; Wu, Yu; Chen, Zhuo; Wu, Jian; Li, Jinyu; Yoshioka, Takuya; Wang, Chengyi; Liu, Shujie; Zhou, Ming; Continuous speech separation with conformer, ICASSP 2021-2021, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021
12. Zhao, Jian; Qi, Weizhen; Zhou, Wengang; Nan, Duan; Zhou, Ming; Li, Houqiang; Conditional Sentence Generation and Cross-modal Reranking for Sign Language Translation, IEEE Transactions on Multimedia, 2021
13. Tang, Yu; Zhou, Long; Blanco, Ambrosio; Liu, Shujie; Wei, Furu; Zhou, Ming; Yang, Muyun; Grammar-based patches generation for automated program repair Findings of the Association for Computational Linguistics: ACL-IJCNLP, 2021
14. Yan, Kun; Ji, Lei; Luo, Huaishao; Zhou, Ming; Duan, Nan; Ma, Shuai; Control Image Captioning Spatially and Temporally, Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) , 2021
15. Hu, Linmei; Yang, Tianchi; Zhang, Luhao; Zhong, Wanjun; Tang, Duyu; Shi, Chuan; Duan, Nan; Zhou, Ming; Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge, Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 2021
16. Ren, Shuo; Zhou, Long; Liu, Shujie; Wei, Furu; Zhou, Ming; Ma, Shuai; Semface: Pre-training encoder and decoder with a semantic interface for neural machine translation, Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 2021
17. Yang, Jian; Ma, Shuming; Zhang, Dongdong; Wan, Juncheng; Li, Zhoujun; Zhou, Ming; Smart-start decoding for neural machine translation Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
18. Zhang, Zhuosheng; Zhang, Hanqing; Chen, Keming; Guo, Yuhang; Hua, Jingyun; Wang, Yulong; Zhou, Ming; Mengzi: Towards Lightweight yet Ingenious Pre-trained Models for Chinese, arXiv preprint arXiv:2110.06696, 2021
19. Qi, Weizhen; Gong, Yeyun; Yan, Yu; Jiao, Jian; Shao, Bo; Zhang, Ruofei; Li, Houqiang; Duan, Nan; Zhou, Ming; ProphetNet-Ads: A Looking Ahead Strategy for Generative Retrieval Models in Sponsored Search Engine, CCF International Conference on Natural Language Processing and Chinese Computing, 2020
20. Bao, Hangbo; Dong, Li; Wei, Furu; Wang, Wenhui; Yang, Nan; Liu, Xiaodong; Wang, Yu; Gao, Jianfeng; Piao, Songhao; Zhou, Ming; Unilmv2: Pseudo-masked language models for unified language model pre-training International Conference on Machine Learning, 2020
21. Zhou, Qingyu; Yang, Nan; Wei, Furu; Huang, Shaohan; Zhou, Ming; Zhao, Tiejun; A joint sentence scoring and selection framework for neural extractive document summarization, IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2020
22. Zhou, Ming; Duan, Nan; Liu, Shujie; Shum, Heung-Yeung; Progress in neural NLP: modeling, learning, and reasoning, Engineering, Vol 6, Num 3, 275-290, 2020
23. Li, Gen; Duan, Nan; Fang, Yuejian; Gong, Ming; Jiang, Daxin; Unicoder-VL: A universal encoder for vision and language by cross-modal pre-training, Proceedings of the AAAI Conference on Artificial Intelligence, 2020
24. Wang, Chengyi; Wu, Yu; Liu, Shujie; Yang, Zhenglu; Zhou, Ming; Bridging the gap between pre-training and fine-tuning for end-to-end speech translation, Proceedings of the AAAI Conference on Artificial Intelligence, 2020
25. Li, Minghao; Cui, Lei; Huang, Shaohan; Wei, Furu; Zhou, Ming; Li, Zhoujun; Tablebank: Table benchmark for image-based table detection and recognition, Proceedings of The 12th language resources and evaluation conference, 2020
26. Xu, Yiheng; Li, Minghao; Cui, Lei; Huang, Shaohan; Wei, Furu; Zhou, Ming; Layoutlm: Pre-training of text and layout for document image understanding, Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2020
27. Wang, Wenhui; Wei, Furu; Dong, Li; Bao, Hangbo; Yang, Nan; Zhou, Ming; Minilm: Deep self-attention distillation for task-agnostic compression of pre-trained transformers, Advances in Neural Information Processing Systems, 2020
28. Wu, Fangzhao; Qiao, Ying; Chen, Jiun-Hung; Wu, Chuhan; Qi, Tao; Lian, Jianxun; Liu, Danyang; Xie, Xing; Gao, Jianfeng; Wu, Winnie; Zhou, Ming; Mind: A large-scale dataset for news recommendation, Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
29. Yang, Jian; Ma, Shuming; Zhang, Dongdong; Wu, Shuangzhi; Li, Zhoujun; Zhou, Ming; Alternating language modeling for cross-lingual pre-training, Proceedings of the AAAI Conference on Artificial Intelligence, 2020
30. Ma, Shuming; Zhang, Dongdong; Zhou, Ming; A simple and effective unified encoder for document-level machine translation, Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
31. Yang, Jian; Ma, Shuming; Zhang, Dongdong; Li, Zhoujun; Zhou, Ming; Improving neural machine translation with soft template prediction, Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
32. Ren, Shuo; Wu, Yu; Liu, Shujie; Zhou, Ming; Ma, Shuai; A retrieve-and-rewrite initialization method for unsupervised machine translation, Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
33. Hu, Linmei; Xu, Siyong; Li, Chen; Yang, Cheng; Shi, Chuan; Duan, Nan; Xie, Xing; Zhou, Ming; Graph neural news recommendation with unsupervised preference disentanglement, Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
34. Huang, Shaohan; Wei, Furu; Cui, Lei; Zhang, Xingxing; Zhou, Ming; Unsupervised fine-tuning for text clustering, Proceedings of the 28th International Conference on Computational Linguistics(COLING), 2020
35. Ren, Shuo; Liu, Shujie; Zhou, Ming; Ma, Shuai; A graph-based coarse-to-fine method for unsupervised bilingual lexicon induction, Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics,, 2020
36. Shi, Botian; Ji, Lei; Niu, Zhendong; Duan, Nan; Zhou, Ming; Chen, Xilin; Learning semantic concepts and temporal alignment for narrated video procedural captioning, Proceedings of the 28th ACM International Conference on Multimedia, 2020
37. Duan, Nan; Tang, Duyu; Zhou, Ming; Machine reasoning: Technology, dilemma and future, Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP): Tutorial
38. Liang, Yaobo; Duan, Nan; Gong, Yeyun; Wu, Ning; Guo, Fenfei; Qi, Weizhen; Gong, Ming; Shou, Linjun; Jiang, Daxin; Cao, Guihong; XGLUE: A new benchmark dataset for cross-lingual pre-training, understanding and generation, Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
39. Zhong, Wanjun; Tang, Duyu; Duan, Nan; Zhou, Ming; Wang, Jiahai; Yin, Jian; Improving question answering by commonsense-based pre-training, CCF International Conference on Natural Language Processing and Chinese Computing, 2019
40. Bao, Hangbo; Huang, Shaohan; Wei, Furu; Cui, Lei; Wu, Yu; Tan, Chuanqi; Piao, Songhao; Zhou, Ming; Neural melody composition from lyrics, CCF International Conference on Natural Language Processing and Chinese Computing, 2019
41. Sun, Yibo; Tang, Duyu; Xu, Jingjing; Duan, Nan; Feng, Xiaocheng; Qin, Bing; Liu, Ting; Zhou, Ming; Knowledge-aware conversational semantic parsing over web tables, CCF International Conference on Natural Language Processing and Chinese Computing, 2019
42. Wu, Shuangzhi; Zhang, Dongdong; Zhou, Ming; Effective soft-adaptation for neural machine translation, CCF International Conference on Natural Language Processing and Chinese Computing, 2019
43. Li, Weikang; Zhang, Xingxing; Wu, Yunfang; Wei, Furu; Zhou, Ming; Document-Based Question Answering Improves Query-Focused Multi-document Summarization, CCF International Conference on Natural Language Processing and Chinese Computing, 2019
44. Wu, Yu; Wu, Wei; Xing, Chen; Xu, Can; Li, Zhoujun; Zhou, Ming; A sequential matching framework for multi-turn response selection in retrieval-based chatbots, Computational Linguistics, Vol 45, Num 1, 163-197, 2019
45. Sun, Yibo; Tang, Duyu; Duan, Nan; Qin, Tao; Liu, Shujie; Yan, Zhao; Zhou, Ming; Lv, Yuanhua; Yin, Wenpeng; Feng, Xiaocheng; Joint learning of question answering and question generation, IEEE Transactions on Knowledge and Data Engineering, Vol 32, Num 5, 971-982, 2019
46. Xu, Jingjing; Wang, Yuechen; Tang, Duyu; Duan, Nan; Yang, Pengcheng; Zeng, Qi; Zhou, Ming; Sun, Xu; Asking clarification questions in knowledge-based question answering Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 2019
47. Dong, Li; Yang, Nan; Wang, Wenhui; Wei, Furu; Liu, Xiaodong; Wang, Yu; Gao, Jianfeng; Zhou, Ming; Hon, Hsiao-Wuen; Unified language model pre-training for natural language understanding and generation, Advances in Neural Information Processing Systems, 2019
48. Shi, Botian; Ji, Lei; Liang, Yaobo; Duan, Nan; Chen, Peng; Niu, Zhendong; Zhou, Ming; Dense procedure captioning in narrated instructional videos, Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019
49. Li, Naihan; Liu, Shujie; Liu, Yanqing; Zhao, Sheng; Liu, Ming Liu; Ming Zhou; Neural speech synthesis with transformer network, Proceedings of the AAAI Conference on Artificial Intelligence, 2019
50. Ma, Xindian; Zhang, Peng; Zhang, Shuai; Duan, Nan; Hou, Yuexian; Zhou, Ming; Song, Dawei; A tensorized transformer for language modeling, Advances in Neural Information Processing Systems, 2019
51. Zhang, Zhirui; Wu, Shuangzhi; Liu, Shujie; Li, Mu; Zhou, Ming; Xu, Tong; Regularizing neural machine translation by target-bidirectional agreement, Proceedings of the AAAI Conference on Artificial Intelligence, 2019
52. Ren, Shuo; Zhang, Zhirui; Liu, Shujie; Zhou, Ming; Ma, Shuai; Unsupervised neural machine translation with smt as posterior regularization, Proceedings of the AAAI Conference on Artificial Intelligence, 2019
53. Wu, Yu; Wei, Furu; Huang, Shaohan; Wang, Yunli; Li, Zhoujun; Zhou, Ming; Response generation by context-aware prototype editing, Proceedings of the AAAI Conference on Artificial Intelligence, 2019
54. Zhou, Wangchunshu; Ge, Tao; Xu, Ke; Wei, Furu; Zhou, Ming; BERT-based lexical substitution, Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019
55. Ge, Tao; Zhang, Xingxing; Wei, Furu; Zhou, Ming; Automatic grammatical error correction for sequence-to-sequence text generation: An empirical study, Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019
56. Tan, Chuanqi; Wei, Furu; Zhou, Qingyu; Yang, Nan; Lv, Weifeng; Zhou, Ming; I know there is no answer: Modeling answer validation for machine reading comprehension, CCF International Conference on Natural Language Processing and Chinese Computing, 2018
57. Zhang, Zhirui; Liu, Shujie; Li, Mu; Zhou, Ming; Chen, Enhong; Coarse-to-fine learning for neural machine translation, CCF International Conference on Natural Language Processing and Chinese Computing, 2018
58. Yang, Jian; Wu, Shuangzhi; Zhang, Dongdong; Li, Zhoujun; Zhou, Ming; Improved neural machine translation with Chinese phonologic features, CCF International Conference on Natural Language Processing and Chinese Computing, 2018
59. Ge, Tao; Cui, Lei; Chang, Baobao; Sui, Zhifang; Wei, Furu; Zhou, Ming; Seri: A dataset for sub-event relation inference from an encyclopedia CCF International Conference on Natural Language Processing and Chinese Computing, 2018
60. Wu, Shuangzhi; Zhang, Dongdong; Zhang, Zhirui; Yang, Nan; Li, Mu; Zhou, Ming; Dependency-to-dependency neural machine translation IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 26, Num. 11, 2132-2141, 2018
61. Bao, Junwei; Gong, Yeyun; Duan, Nan; Zhou, Ming; Zhao, Tiejun; Question generation with doubly adversarial nets, IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 26, Num. 11, 2230-2239, 2018
62. Bao, Junwei; Tang, Duyu; Duan, Nan; Yan, Zhao; Zhou, Ming; Zhao, Tiejun; Text generation from tables, IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 27, Num. 2, 311-320, 2018
63. Yan, Zhao; Duan, Nan; Bao, Junwei; Chen, Peng; Zhou, Ming; Li, Zhoujun; Response selection from unstructured documents for human-computer conversation systems, Knowledge-Based Systems, Vol. 142, 149-159, 2018
64. Wu, Yu; Li, Zhoujun; Wu, Wei; Zhou, Ming; Response selection with topic clues for retrieval-based chatbots, Neurocomputing, 251-261, 2018
65. Yan, Zhao; Tang, Duyu; Duan, Nan; Liu, Shujie; Wang, Wendi; Jiang, Daxin; Zhou, Ming; Li, Zhoujun; Assertion-based QA with question-aware open information extraction, Proceedings of the AAAI Conference on Artificial Intelligence, Vol. 32, Num. 1, 2018
66. Tan, Chuanqi; Wei, Furu; Wang, Wenhui; Lv, Weifeng; Zhou, Ming; Multiway Attention Networks for Modeling Sentence Pairs, IJCAI, 2018
67. Guo, Daya; Tang, Duyu; Duan, Nan; Zhou, Ming; Yin, Jian; Dialog-to-action: Conversational question answering over a large-scale knowledge base, Advances in Neural Information Processing Systems, 2018
68. Bao, Junwei; Tang, Duyu; Duan, Nan; Yan, Zhao; Lv, Yuanhua; Zhou, Ming; Zhao, Tiejun; Table-to-text: Describing table region with natural language, Proceedings of the AAAI conference on artificial intelligence, 2018
69. Zhou, Ming; What Will Search Engines be Changed by NLP Advancements? Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval
70. Ge, Tao; Cui, Lei; Chang, Baobao; Sui, Zhifang; Wei, Furu; Zhou, Ming; Eventwiki: a knowledge base of major events, Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018), 2018
71. Li, Yikang; Duan, Nan; Zhou, Bolei; Chu, Xiao; Ouyang, Wanli; Wang, Xiaogang; Zhou, Ming; Visual question generation as dual task of visual question answering, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2018
72. Zhou, Qingyu; Yang, Nan; Wei, Furu; Zhou, Ming; Sequential copying networks, Proceedings of the AAAI Conference on Artificial Intelligence, 2018
73. Xing, Chen; Wu, Yu; Wu, Wei; Huang, Yalou; Zhou, Ming; Hierarchical recurrent attention network for response generation, Proceedings of the AAAI Conference on Artificial Intelligence, 2018
74. Zhang, Zhirui; Liu, Shujie; Li, Mu; Zhou, Ming; Chen, Enhong; Joint training for neural machine translation models with monolingual data, Proceedings of the AAAI Conference on Artificial Intelligence, 2018
75. Ge, Tao; Wei, Furu; Zhou, Ming; Fluency boost learning and inference for neural grammatical error correction, Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2018
76. Tang, Duyu; Duan, Nan; Yan, Zhao; Zhang, Zhirui; Sun, Yibo; Liu, Shujie; Lv, Yuanhua; Zhou, Ming; Learning to collaborate for question answering and asking, Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers) , 2018
77. Ge, Tao; Dou, Qing; Ji, Heng; Cui, Lei; Chang, Baobao; Sui, Zhifang; Wei, Furu; Zhou, Ming; Fine-grained coordinated cross-lingual text stream alignment for endless language knowledge acquisition, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2018
78. Tan, Chuanqi; Wei, Furu; Yang, Nan; Du, Bowen; Lv, Weifeng; Zhou, Ming; S-net: From answer extraction to answer synthesis for machine reading comprehension, Proceedings of the AAAI Conference on Artificial Intelligence, 2018
79. Lu, Pan; Ji, Lei; Zhang, Wei; Duan, Nan; Zhou, Ming; Wang, Jianyong; R-VQA: learning visual relation facts with semantic attention for visual question answering, Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
80. Wu, Yu; Wu, Wei; Yang, Dejian; Xu, Can; Li, Zhoujun; Neural response generation with dynamic vocabularies, Proceedings of the AAAI Conference on Artificial Intelligence, 2018
81. Wu, Yu; Wu, Wei; Xu, Can; Li, Zhoujun; Knowledge enhanced hybrid neural network for text matching, Thirty-Second AAAI Conference on Artificial Intelligence, 2018
82. Wu, Shuangzhi; Zhang, Dongdong; Liu, Shujie; Zhou, Ming; Modeling Indicative Context for Statistical Machine Translation, CCF Conference on Natural Language Processing and Chinese Computing, 2017
83. Bao, Junwei; Duan, Nan; Zhou, Ming; Zhao, Tiejun; An Information Retrieval-Based Approach to Table-Based Question Answering, CCF Conference on Natural Language Processing and Chinese Computing, 2017
84. Zhou, Qingyu; Yang, Nan; Wei, Furu; Tan, Chuanqi; Bao, Hangbo; Zhou, Ming; Neural question generation from text: A preliminary study, CCF Conference on Natural Language Processing and Chinese Computing, 2017
85. Tan, Chuanqi; Wei, Furu; Zhou, Qingyu; Yang, Nan; Du, Bowen; Lv, Weifeng; Zhou, Ming; Context-aware answer sentence selection with hierarchical gated recurrent neural networks, IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol.26, Num. 3, 540-549, 2017
86. Wang, Fang; Wu, Wei; Li, Zhoujun; Zhou, Ming; Named entity disambiguation for questions in community question answering, Knowledge-Based Systems, Vol. 126, 68-77, 2017
87. Wang, Wenhui; Yang, Nan; Wei, Furu; Chang, Baobao; Zhou, Ming; Gated self-matching networks for reading comprehension and question answering, Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 189-198, 2017
88. Zhang, Zhirui; Liu, Shujie; Li, Mu; Zhou, Ming; Chen, Enhong; Stack-based multi-layer attention for transition-based dependency parsing, Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2017
89. Feng, Wenzheng; Wu, Yu; Wu, Wei; Li, Zhoujun; Zhou, Ming; Beihang-MSRA at semeval-2017 task 3: A ranking system with neural matching features for community question answering, Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017), 2017
90. Wu, Shuangzhi; Zhou, Ming; Zhang, Dongdong; Improved Neural Machine Translation with Source Syntax, IJCAI, 2017
91. Yan, Zhao; Duan, Nan; Chen, Peng; Zhou, Ming; Zhou, Jianshe; Li, Zhoujun; Building task-oriented dialogue systems for online shopping, Thirty-first AAAI conference on artificial intelligence, 2017
92. Dong, Li; Huang, Shaohan; Wei, Furu; Lapata, Mirella; Zhou, Ming; Xu, Ke; Learning to generate product reviews from attributes, Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers, 2017
93. Ishiwatari, Shonosuke; Yao, Jingtao; Liu, Shujie; Li, Mu; Zhou, Ming; Yoshinaga, Naoki; Kitsuregawa, Masaru; Jia, Weijia; Chunk-based decoder for neural machine translation, Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2017
94. Cui, Lei; Huang, Shaohan; Wei, Furu; Tan, Chuanqi; Duan, Chaoqun; Zhou, Ming; Superagent: A customer service chatbot for e-commerce websites Proceedings of ACL 2017, system demonstrations, 2017
95. Wu, Shuangzhi; Zhang, Dongdong; Yang, Nan; Li, Mu; Zhou, Ming; Sequence-to-dependency neural machine translation，Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2017
96. Duan, Nan; Tang, Duyu; Chen, Peng; Zhou, Ming; Question generation for question answering, Proceedings of the 2017 conference on Empirical Methods in Natural Language Processing (EMNLP), 2017
97. Xing, Chen; Wu, Wei; Wu, Yu; Liu, Jie; Huang, Yalou; Zhou, Ming; Ma, Wei-Ying; Topic aware neural response generation, Proceedings of the AAAI Conference on Artificial Intelligence, 2017
98. Wu, Yu; Wu, Wei; Li, Zhoujun; Zhou, Ming; Improving recommendation of tail tags for questions in community question answering, Proceedings of the AAAI Conference on Artificial Intelligence, 2016
99. Chen, Bei; Zhu, Jun; Yang, Nan; Tian, Tian; Zhou, Ming; Zhang, Bo; Jointly modeling topics and intents with global order structure, Thirtieth AAAI Conference on Artificial Intelligence, 2016
100. Ge, Tao; Cui, Lei; Chang, Baobao; Sui, Zhifang; Zhou, Ming; Event detection with burst information networks, Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers, 2016
101. Feng, Shi; Liu, Shujie; Yang, Nan; Li, Mu; Zhou, Ming; Zhu, Kenny; Improving attention modeling with implicit distortion and fertility for machine translation Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers, 2016
102. Ge, Tao; Cui, Lei; Chang, Baobao; Li, Sujian; Zhou, Ming; Sui, Zhifang; News stream summarization using burst information networks, Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2016
103. Tan, Chuanqi; Wei, Furu; Dong, Li; Lv, Weifeng; Zhou, Ming; Solving and generating Chinese character riddles, Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2016
104. Shi, Chen; Liu, Shujie; Ren, Shuo; Feng, Shi; Li, Mu; Zhou, Ming; Sun, Xu; Wang, Houfeng; Knowledge-based semantic embedding for machine translation, Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2016
105. Yan, Zhao; Duan, Nan; Bao, Junwei; Chen, Peng; Zhou, Ming; Li, Zhoujun; Zhou, Jianshe; Docchat: An information retrieval approach for chatbot engines using unstructured documents, Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2016
106. Cao, Ziqiang; Chen, Chengyao; Li, Wenjie; Li, Sujian; Wei, Furu; Zhou, Ming; Tgsum: Build tweet guided multi-document summarization dataset, Proceedings of the AAAI Conference on Artificial Intelligence, 2016
107. Ren, Pengjie; Wei, Furu; Chen, Zhumin; Ma, Jun; Zhou, Ming; A redundancy-aware sentence regression framework for extractive summarization Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers, 2016
108. Zhang, Kai; Wu, Wei; Wang, Fang; Zhou, Ming; Li, Zhoujun; Learning distributed representations of data in community question answering for question retrieval, Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016
109. Bao, Junwei; Duan, Nan; Yan, Zhao; Zhou, Ming; Zhao, Tiejun; Constraint-based question answering with knowledge graph , Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers, 2016
110. Li, Qinglin; Liu, Shujie; Lin, Rui; Li, Mu; Zhou, Ming; Entity Translation with Collective Inference in Knowledge Graph，Natural Language Processing and Chinese Computing, 2015
111. Zhao, Zhou; Wei, Furu; Zhou, Ming; Ng, Wilfred; Cold-start expert finding in community question answering via graph regularization, International conference on database systems for advanced applications, 2015
112. Dong, Li; Wei, Furu; Liu, Shujie; Zhou, Ming; Xu, Ke; A statistical parsing framework for sentiment classification, Computational Linguistics, Vol. 41, Num. 2, 293-336, 2015
113. Gao, Dehong; Wei, Furu; Li, Wenjie; Liu, Xiaohua; Zhou, Ming; Cross-lingual sentiment lexicon learning with bilingual word graph label propagation, Computational Linguistics, Vol. 41 Num. 1, 21-40, 2015
114. Dong, Li; Wei, Furu; Xu, Ke; Liu, Shixia; Zhou, Ming; Adaptive multi-compositionality for recursive neural network models IEEE/ACM Transactions on Audio, Speech, and Language Processing , Vol. 24, Num. 3, 422-431, 2015
115. Tang, Duyu; Wei, Furu; Qin, Bing; Yang, Nan; Liu, Ting; Zhou, Ming; Sentiment embeddings with applications to sentiment analysis, IEEE transactions on knowledge and data Engineering, Vol. 28, Num. 2, 496-509, 2015
116. Tang, Duyu; Qin, Bing; Wei, Furu; Dong, Li; Liu, Ting; Zhou, Ming; A joint segmentation and classification framework for sentence level sentiment classification IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2015
117. Zhang, Jiajun; Liu, Shujie; Li, Mu; Zhou, Ming; Zong, Chengqing; Towards machine translation in semantic vector space, ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Vol. 14, Num. 2, 2015
118. Dong, Li; Wei, Furu; Zhou, Ming; Xu, Ke; Question answering over freebase with multi-column convolutional neural networks, Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 2015
119. Wu, Shuangzhi; Zhang, Dongdong; Zhou, Ming; Zhao, Tiejun; Efficient disfluency detection with transition-based parsing, Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 2015
120. Wu, Yu; Wu, Wei; Li, Zhoujun; Zhou, Ming; Mining query subtopics from questions in community question answering, Proceedings of the AAAI Conference on Artificial Intelligence，2015
121. Cao, Ziqiang; Wei, Furu; Li, Sujian; Li, Wenjie; Zhou, Ming; Wang, Houfeng; Learning summary prior representation for extractive summarization, Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)，2015
122. Yin, Pengcheng; Duan, Nan; Kao, Ben; Bao, Junwei; Zhou, Ming; Answering questions with complex semantic constraints on open knowledge bases，Proceedings of the 24th ACM International on Conference on Information and Knowledge Management，2015
123. Lin, Rui; Liu, Shujie; Yang, Muyun; Li, Mu; Zhou, Ming; Li, Sheng; Hierarchical recurrent neural network for document modeling, Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015
124. Dong, Li; Wei, Furu; Yin, Yichun; Zhou, Ming; Xu, Ke; Splusplus: a feature-rich two-stage classifier for sentiment analysis of tweets, Proceedings of the 9th international workshop on semantic evaluation (SemEval 2015), 2015
125. Cao, Ziqiang; Wei, Furu; Dong, Li; Li, Sujian; Zhou, Ming; Ranking with recursive neural networks and its application to multi-document summarization, Proceedings of the AAAI Conference on Artificial Intelligence, 2015
126. Dong, Li; Wei, Furu; Sun, Hong; Zhou, Ming; Xu, Ke; A hybrid neural model for type classification of entity mentions, twenty-fourth International Joint Conference on Artificial Intelligence, 2015
127. Sun, Hong; Wei, Furu; Zhou, Ming; Answer extraction with multiple extraction engines for web-based question answering, CCF International Conference on Natural Language Processing and Chinese Computing, 2014
128. Dong, Li; Wei, Furu; Tan, Chuanqi; Tang, Duyu; Zhou, Ming; Xu, Ke; Adaptive recursive neural network for target-dependent twitter sentiment classification, Proceedings of the 52nd annual meeting of the association for computational linguistics (volume 2: Short papers), 2014
129. Tang, Duyu; Wei, Furu; Qin, Bing; Liu, Ting; Zhou, Ming; Coooolll: A deep learning system for twitter sentiment classification, Proceedings of the 8th international workshop on semantic evaluation (SemEval 2014), 2014
130. Liu, Shujie; Yang, Nan; Li, Mu; Zhou, Ming; A recursive recurrent neural network for statistical machine translation, Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2014
131. Zhang, Jiajun; Liu, Shujie; Li, Mu; Zhou, Ming; Zong, Chengqing; Bilingually-constrained phrase embeddings for machine translation Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2014
132. Tang, Duyu; Wei, Furu; Qin, Bing; Dong, Li; Liu, Ting; Zhou, Ming; A joint segmentation and classification framework for sentiment analysis, Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2014
133. Cui, Lei; Zhang, Dongdong; Liu, Shujie; Chen, Qiming; Li, Mu; Zhou, Ming; Yang, Muyun; Learning topic representation for smt with neural networks , Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2014
134. Yang, Min-Chul; Duan, Nan; Zhou, Ming; Rim, Hae Chang; Joint relational embeddings for knowledge-based question answering, Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2014
135. Bao, Junwei; Duan, Nan; Zhou, Ming; Zhao, Tiejun; Knowledge-based Question Answering as machine translation, Proceedings of the 52nd Annual Meeting of the ACL, 2014
136. Cao, Hailong; Zhang, Dongdong; Li, Mu; Zhou, Ming; Zhao, Tiejun; A Lexicalized Reordering Model for Hierarchical Phrase-based Translation, COLING 2014
137. Tang, Duyu; Wei, Furu; Yang, Nan; Zhou, Ming; Liu, Ting; Qin, Bing; Learning sentiment-specific word embedding for twitter sentiment classification. ACL, 2014
138. Cao, Hailong; Zhang, Dongdong; Zhou, Ming; Zhao, Tiejun; Soft dependency matching for hierarchical phrase-based machine translation, Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers, 2014
139. Bao, Junwei; Duan, Nan; Zhou, Ming; Zhao, Tiejun; Knowledge-based question answering as machine translation, Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2014
140. Wang, Bo; Zhou, Ming; Liu, Shujie; Li, Mu; Zhang, Dongdong; Woodpecker: An Automatic Methodology for Machine Translation Diagnosis with Rich Linguistic Knowledge. J. Inf. Sci. Eng. Vol. 30, Num. 5, 2014
141. Zhang, Kai; Wu, Wei; Wu, Haocheng; Li, Zhoujun; Zhou, Ming; Question retrieval with high quality answers in community question answering, Proceedings of the 23rd ACM International Conference on Information and Knowledge Management, 2014
142. Wu, Haocheng; Wu, Wei; Zhou, Ming; Chen, Enhong; Duan, Lei; Shum, Heung-Yeung; Improving search relevance for short queries in community question answering, Proceedings of the 7th ACM international conference on Web Search and Data Mining, 2014
143. Tang, Duyu; Wei, Furu; Qin, Bing; Zhou, Ming; Liu, Ting; Building large-scale twitter-specific sentiment lexicon: A representation learning approach, Proceedings of COLING 2014, the 25th international conference on computational linguistics: Technical papers, 2014
144. Zhang, Jiajun; Liu, Shujie; Li, Mu; Zhou, Ming; Zong, Chengqing; Mind the gap: Machine translation by minimizing the semantic gap in embedding space, Proceedings of the AAAI Conference on Artificial Intelligence, 2014
145. Cui, Lei; Zhou, Ming; Chen, Qiming; Zhang, Dongdong; Li, Mu; Machine translation with real-time web search, Proceedings of the AAAI Conference on Artificial Intelligence, 2014
146. Cui, Lei; Zhang, Dongdong; Liu, Shujie; Li, Mu; Zhou, Ming; Collective corpus weighting and phrase scoring for SMT using graph-based random walk, CCF International Conference on Natural Language Processing and Chinese Computing, 2013
147. Li, Kuan; Xiong, Zhongyang; Zhang, Yufang; Liu, Xiaohua; Zhou, Ming; Zhang, Guanghua; The Spoken/Written Language Classification of English Sentences with Bilingual Information, CCF International Conference on Natural Language Processing and Chinese Computing, 2013
148. Liu, Xiaohua; Zhou, Ming; Two-stage NER for tweets with clustering, Information Processing & Management, Vol. 49, Num. 1, 264-273, 2013
149. Liu, Xiaohua; Wei, Furu; Zhang, Shaodian; Zhou, Ming; Named entity recognition for tweets, ACM Transactions on Intelligent Systems and Technology (TIST), Vol. 4, Num. 1, 2013
150. Chen, Xilin; Li, Hanjing; Pan, Tim; Tansley, Stewart; Zhou, Ming; Kinect sign language translator expands communication possibilities, Microsoft Research Workshop, 2013
151. Cui, Lei; Chen, Xilun; Zhang, Dongdong; Liu, Shujie; Li, Mu; Zhou, Ming; Multi-domain adaptation for SMT using multi-task learning, Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013
152. Sun, Hong; Duan, Nan; Duan, Yajuan; Zhou, Ming; Answer extraction from passage graph for question answering, Twenty-Third International Joint Conference on Artificial Intelligence, 2013
153. Yang, Nan; Liu, Shujie; Li, Mu; Zhou, Ming; Yu, Nenghai; Word alignment modeling with context dependent deep neural network, Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2013
154. Dong, Li; Wei, Furu; Duan, Yajuan; Liu, Xiaohua; Zhou, Ming; Xu, Ke; The automated acquisition of suggestions from tweets, Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013
155. Chai, Xiujuan; Li, Guang; Chen, Xilin; Zhou, Ming; Wu, Guobin; Li, Hanjing; Visualcomm: A tool to support communication between deaf and hearing persons with the Kinect, Proceedings of the 15th International ACM SIGACCESS Conference on Computers and Accessibility, 2013
156. Wang, Chenguang; Duan, Nan; Zhou, Ming; Zhang, Ming; Paraphrasing adaptation for web search ranking, Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2013
157. Liu, Xiaohua; Li, Yitong; Wu, Haocheng; Zhou, Ming; Wei, Furu; Lu, Yi; Entity linking for tweets Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2013
158. Cui, Lei; Zhang, Dongdong; Liu, Shujie; Li, Mu; Zhou, Ming; Bilingual data cleaning for smt using graph-based random walk, Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2013
159. Gao, Dehong; Wei, Furu; Li, Wenjie; Liu, Xiaohua; Zhou, Ming; Co-training based bilingual sentiment lexicon learning, Proceedings of the 17th AAAI Conference on Late-Breaking Developments in the Field of Artificial Intelligence, 2013
160. Arase, Yuki; Zhou, Ming; Machine translation detection from monolingual web-text, Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2013
161. He, Zhengyan; Liu, Shujie; Li, Mu; Zhou, Ming; Zhang, Longkai; Wang, Houfeng; Learning entity representation for entity disambiguation, Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2013
162. He, Zhengyan; Liu, Shujie; Song, Yang; Li, Mu; Zhou, Ming; Wang, Houfeng; Efficient collective entity linking with stacking, Proceedings of the 2013 conference on empirical methods in natural language processing, 2013
163. Zhou, Ming; Zhou, Guodong; Zhao, Dongyan; Liu, Qun; Zou, Lei; Natural Language Processing and Chinese Computing: First CCF Conference, NLPCC, 2012
164. Kim, Jinhan; Hwang, Seung-won; Jiang, Long; Song, Young-In; Zhou, Ming; Entity translation mining from comparable corpora: Combining graph mapping with corpus latent features, IEEE Transactions on Knowledge and Data Engineering, Vol. 25, Num. 8, 2012
165. Liu, Shu-Jie; Li, Chi-ho; Li, Mu; Zhou, Ming; Co-training framework for feature weight optimization of statistic machine translation, Journal of Software, Vol. 23, Num. 12, 3101-3114, 2012
166. Meng, Xinfan; Wei, Furu; Liu, Xiaohua; Zhou, Ming; Xu, Ge; Wang, Houfeng; Cross-lingual mixture model for sentiment classification Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2012
167. He, Jing; Zhou, Ming; Jiang, Long; Generating Chinese classical poems with statistical machine translation models, Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
168. Meng, Xinfan; Wei, Furu; Liu, Xiaohua; Zhou, Ming; Li, Sujian; Wang, Houfeng; Entity-centric topic-oriented opinion summarization in twitter, Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
169. Liu, Xiaohua; Wei, Furu; Zhou, Ming; Quickview: NLP-based tweet search, Proceedings of the ACL 2012 System Demonstrations, 2012
170. Duan, Yajuan; Chen, Zhumin; Wei, Furu; Zhou, Ming; Shum, Heung Yeung; Twitter topic summarization by ranking tweets using social influence and content quality, Proceedings of COLING, 2012
171. Duan, Nan; Li, Mu; Zhou, Ming; Forced derivation tree based model training to statistical machine translation, Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
172. Liu, Xiaohua; Zhou, Ming; Zhou, Xiangyang; Fu, Zhongyang; Wei, Furu; Joint inference of named entity recognition and normalization for tweets, Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2012
173. Meng, Xinfan; Wei, Furu; Xu, Ge; Zhang, Longkai; Liu, Xiaohua; Zhou, Ming; Wang, Houfeng; Lost in translations? building sentiment lexicons using context based machine translation, Proceedings of COLING 2012: Posters, 2012
174. Liu, Xiaohua; Li, Yitong; Wei, Furu; Zhou, Ming; Graph-based multi-tweet summarization using social signals, Proceedings of COLING, 2012
175. Liu, Shujie; Li, Chi-Ho; Li, Mu; Zhou, Ming; Re-training monolingual parser bilingually for syntactic SMT, Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
176. Sun, Hong; Zhou, Ming; Joint learning of a dual SMT system for paraphrase generation, Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2012
177. Feng, Yang; Zhang, Dongdong; Li, Mu; Liu, Qun; Hierarchical chunk-to-string translation, Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2012
178. Duan, Yajuan; Wei, Furu; Zhou, Ming; Shum, Heung-Yeung; Graph-based collective classification for tweets Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
179. Liu, Shujie; Li, Chi-Ho; Li, Mu; Zhou, Ming; Learning translation consensus with structured label propagation, Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2012
180. Lee, Seung-Wook; Zhang, Dongdong; Li, Mu; Zhou, Ming; Rim, Hae Chang; Translation model size reduction for hierarchical phrase-based statistical machine translation, Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers). 2012
181. Xie, Lixing; Zhou, Ming; Sun, Maosong; Hierarchical structure-based hybrid approach to sentiment analysis of Chinese micro blog and its feature extraction Journal of Chinese information processing, Vol. 26, Num. 1, 2012
182. Liu, Xiaohua; Fu, Zhongyang; Wei, Furu; Zhou, Ming; Collective nominal semantic role labeling for tweets, Proceedings of the AAAI Conference on Artificial Intelligence, 2012
183. Liu, Xiaohua; Zhou, Xiangyang; Fu, Zhongyang; Wei, Furu; Zhou, Ming; Exacting social events for tweets using a factor graph, Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
184. Liu, Xiaohua; Han, Bo; Zhou, Ming; Correcting verb selection errors for ESL with the perceptron, International Conference on Intelligent Text Processing and Computational Linguistics, 2011
185. Liu, Xiaohua; Zhou, Ming; Sentence-level sentiment analysis via sequence modeling, International Conference on Applied Informatics and Communication, 2011
186. Scott, Matthew R; Liu, Xiaohua; Zhou, Ming; Towards a Specialized Search Engine for Language Learners [Point of View], Proceedings of the IEEE Vol. 99, Num. 9, 1462-1465, 2011
187. Liu, Xiaohua; Zhang, Shaodian; Wei, Furu; Zhou, Ming; Recognizing named entities in tweets, Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011
188. Tan, Chenhao; Lee, Lillian; Tang, Jie; Jiang, Long; Zhou, Ming; Li, Ping; User-level sentiment analysis incorporating social networks, Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
189. Wang, Xiaolong; Wei, Furu; Liu, Xiaohua; Zhou, Ming; Zhang, Ming; Topic sentiment analysis in twitter: a graph-based hashtag sentiment classification approach Proceedings of the 20th ACM International Conference on Information and Knowledge Management, 2011
190. Duan, Nan; Li, Mu; Zhou, Ming; Hypothesis mixture decoding for statistical machine translation, Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011
191. Duan, Nan; Li, Mu; Zhou, Ming; Cui, Lei; Improving phrase extraction via MBR phrase scoring and pruning, Proceedings of Machine Translation Summit XIII, 2011
192. Jiang, Long; Yu, Mo; Zhou, Ming; Liu, Xiaohua; Zhao, Tiejun; Target-dependent twitter sentiment classification, Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011
193. Cui, Lei; Zhang, Dongdong; Li, Mu; Zhou, Ming; Function word generation in statistical machine translation systems Proceedings of Machine Translation Summit XIII, 2011
194. Kim, Jinhan; Jiang, Long; Hwang, Seung-won; Song, Young-In; Zhou, Ming; Mining entity translations from comparable corpora: a holistic graph mapping approach, Proceedings of the 20th ACM International Conference on Information and Knowledge Management, 2011
195. Liu, Xiaohua; Li, Kuan; Zhou, Ming; Xiong, Zhongyang; Collective semantic role labeling for tweets with clustering, Twenty-Second International Joint Conference on Artificial Intelligence(IJCAI), 2011
196. Liu, Xiaohua; Kuan, Li; Zhou, Ming; Xiong, Zhongyang; Enhancing semantic role labeling for tweets using self-training Proceedings of the AAAI Conference on Artificial Intelligence, 2011
197. Liu, Shujie; Li, Chi-Ho; Zhou, Ming; Statistic Machine Translation Boosted with Spurious Word Deletion, Proceedings of Machine Translation Summit XIII, 2011
198. Liu, Xiaohua; Jiang, Long; Wei, Furu; Zhou, Ming; Microsoft, QuickView Team; QuickView: advanced search of tweets Proceedings of the 34th international ACM SIGIR Conference on Research and Development in Information Retrieval, 2011
199. Scott, Matthew R; Liu, Xiaohua; Zhou, Ming; Engkoo: mining the web for language learning, Proceedings of the ACL-HLT 2011 System Demonstrations, 2011
200. Liu, Shujie; Li, Chi-Ho; Zhou, Ming; A Unified SMT Framework Combining MIRA and MERT, Proceedings of Machine Translation Summit XIII, 2011
201. Ding, Duo; Jiang, Xingping; Scott, Matthew R; Zhou, Ming; Yu, Yong; Tulsa: web search for writing assistance, Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval, 2011
202. Liu, Xiaohua; Zhou, Ming; Evaluating the quality of web-mined bilingual sentences using multiple linguistic features, International Conference on Asian Language Processing, 2010
203. Gao, Wei; Niu, Cheng; Nie, Jian-Yun; Zhou, Ming; Wong, Kam-Fai; Hon, Hsiao-Wuen; Exploiting query logs for cross-lingual query suggestions, ACM Transactions on Information Systems (TOIS) Vol. 28, Num. 2, 2010
204. Duan, Yajuan; Jiang, Long; Qin, Tao; Zhou, Ming; Shum, Heung Yeung; An empirical study on learning to rank of tweets, Proceedings of the 23rd International Conference on Computational Linguistics (COLING), 2010
205. Liu, Xiaohua; Han, Bo; Li, Kuan; Stiller, Stephan Hyeonjun; Zhou, Ming, SRL-based verb selection for ESL, Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010
206. Cui, Lei; Zhang, Dongdong; Li, Mu; Zhou, Ming; Zhao, Tiejun; A joint rule selection model for hierarchical phrase-based translation, Proceedings of the ACL 2010 Conference, Short Papers, 2010
207. Duan, Nan; Li, Mu; Zhang, Dongdong; Zhou, Ming; Mixture model-based minimum bayes risk decoding using multiple machine translation systems, Proceedings of the 23rd International Conference on Computational Linguistics (COLING), 2010
208. Cui, Lei; Zhang, Dongdong; Li, Mu; Zhou, Ming; Zhao, Tiejun; Hybrid decoding: decoding with partial hypotheses combination over multiple SMT systems, COLING, Posters, 2010
209. Duan, Nan; Sun, Hong; Zhou, Ming; Translation model generalization using probability averaging for machine translation, Proceedings of the 23rd International Conference on Computational Linguistics (COLING), 2010
210. Liu, Xiaohua; Li, Kuan; Han, Bo; Zhou, Ming; Jiang, Long; Tse, Daniel; Xiong, Zhongyang; Collective semantic role labeling on open news corpus by leveraging redundancy, COLING, Posters, 2010
211. Li, Mu; Zhao, Yinggong; Zhang, Dongdong; Zhou, Ming; Adaptive development data selection for log-linear model in statistical machine translation, Proceedings of the 23rd International Conference on Computational Linguistics (COLING), 2010
212. Liu, Xiaohua; Li, Kuan; Han, Bo; Zhou, Ming; Jiang, Long; Xiong, Zhongyang; Huang, Changning; Semantic role labeling for news tweets, Proceedings of the 23rd International Conference on Computational Linguistics (COLING), 2010
213. Hong, Gumwon; Li, Chi-Ho; Zhou, Ming; Rim, Hae Chang; An empirical study on web mining of parallel data, Proceedings of the 23rd International Conference on Computational Linguistics (COLING), 2010
214. Liu, Shujie; Li, Chi-Ho; Zhou, Ming; Improved discriminative ITG alignment using hierarchical phrase pairs and semi-supervised training, COLING, Posters, 2010
215. He, Jing; Zhou, Ming; Jiang, Long; Generating Chinese Metrical Poetry by a Statistical MT Approach, Journal of Chinese Information Processing, Vol. 24, Num. 2, 2010
216. Liu, Shujie; Li, Chi-Ho; Zhou, Ming; Discriminative pruning for discriminative ITG alignment, Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, 2010
217. Liu, Xiaohua; Zhou, Ming; Evaluating the Quality of Web-Mined Bilingual Sentence Pairs. Int. J. Asian Lang. Process. Vo. 20, Num. 4, 2010
218. Gao, Wei; Niu, Cheng; Zhou, Ming; Wong, Kam-Fai; Joint ranking for multilingual web search, European Conference on Information Retrieval, 2009
219. Jiang, Long; Yang, Shiquan; Zhou, Ming; Liu, Xiaohua; Zhu, Qingsheng; Mining bilingual data from the web with adaptively learnt patterns, Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP, 2009
220. Duan, Nan; Li, Mu; Xiao, Tong; Zhou, Ming; The feature subspace method for SMT system combination, Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009
221. Li, Mu; Duan, Nan; Zhang, Dongdong; Li, Chi-Ho; Zhou, Ming; Collaborative decoding: Partial hypothesis re-ranking using translation consensus between decoders, Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP, 2009
222. Zhou, Ming; Jiang, Long; He, Jing; Generating Chinese couplets and quatrain using a statistical approach, Proceedings of the 23rd Pacific Asia Conference on Language, Information and Computation, 2009
223. Gao, Wei; Blitzer, John; Zhou, Ming; Wong, Kam-Fai; Exploiting bilingual information to improve web search, Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP, 2009
224. Xiao, Tong; Li, Mu; Zhang, Dongdong; Zhu, Jingbo; Zhou, Ming; Better synchronous binarization for machine translation, Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009
225. Zhao, Shiqi; Niu, Cheng; Zhou, Ming; Liu, Ting; Li, Sheng; Combining multiple resources to improve SMT-based paraphrasing model, ACL, 2008
226. Zhang, Dongdong; Li, Mu; Duan, Nan; Li, Chi-Ho; Zhou, Ming; Measure word generation for English-Chinese SMT systems, Proceedings of ACL-LT, 2008
227. Shi, Lei; Zhou, Ming; Improved sentence alignment on parallel web pages using a stochastic tree alignment model, Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008
228. Zhou, Ming; Wang, Bo; Liu, Shujie; Li, Mu; Zhang, Dongdong; Zhao, Tiejun; Diagnostic evaluation of machine translation systems using automatically constructed linguistic check-points, Proceedings of the 22nd International Conference on Computational Linguistics (COLING)，2008
229. Jiang, Long; Zhou, Ming; Generating Chinese couplets using a statistical MT approach， Proceedings of the 22nd International Conference on Computational Linguistics (COLING)，2008
230. Myaeng, Sung Hyon; Zhou, Ming; Wong, Kam-Fai; Zhang, Hong-Jiang; Information Retrieval Technology: Asia Information Retrieval Symposium, AIRS, 2004
231. Chen, Qing; Li, Mu; Zhou, Ming; Improving query spelling correction using web search results，Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL)，2007
232. Lee, John SY; Zhou, Ming; Liu, Xiaohua; Detection of non-native sentences using machine-translated training data，Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Companion Volume, Short Papers，2007
233. Li, Chi-Ho; Li, Minghui; Zhang, Dongdong; Li, Mu; Zhou, Ming; Guan, Yi; A probabilistic approach to syntax-based reordering for statistical machine translation，Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics，2007
234. Sun, Guihua; Cong, Gao; Liu, Xiaohua; Lin, Chin-Yew; Zhou, Ming; Mining sequential patterns and tree patterns to detect erroneous sentences AAAI，2007
235. Zhao, Shiqi; Zhou, Ming; Liu, Ting; Learning Question Paraphrases for QA from Encarta Logs. IJCAI，2007
236. Ye, Yang; Zhou, Ming; Lin, Chin-Yew; Sentence level machine translation evaluation as a ranking, Proceedings of the Second Workshop on Statistical Machine Translation，2007
237. Huang, Jizhou; Zhou, Ming; Yang, Dan; Extracting Chatbot Knowledge from Online Discussion Forums, IJCAI，2007
238. Sun, Guihua; Liu, Xiaohua; Cong, Gao; Zhou, Ming; Xiong, Zhongyang; Lee, John SY; Lin, Chin-Yew; Detecting erroneous sentences using automatically mined sequential patterns，Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics，2007
239. Liu, Jingjing; Cao, Yunbo; Lin, Chin-Yew; Huang, Yalou; Zhou, Ming; Low-quality product review detection in opinion summarization，Proceedings of the 2007 joint conference on empirical methods in natural language processing and computational natural language learning (EMNLP-CoNLL)，2007
240. Gao, Wei; Niu, Cheng; Nie, Jian-Yun; Zhou, Ming; Hu, Jian; Wong, Kam-Fai; Hon, Hsiao-Wuen; Cross-lingual query suggestion using query logs of different languages，Proceedings of the 30th annual international ACM SIGIR Conference on Research and Development in Information Retrieval，2007
241. Zhang, Dongdong; Li, Mu; Li, Chi-Ho; Zhou, Ming; Phrase reordering model integrating syntactic knowledge for SMT，Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL)，2007
242. Jiang, Long; Zhou, Ming; Chien, Lee-Feng; Niu, Cheng; Named Entity Translation with Web Mining and Transliteration. IJCAI, 2007
243. Gao, Jianfeng; Nie, Jian-Yun; Zhou, Ming; Statistical query translation models for cross-language information retrieval, ACM Transactions on Asian Language Information Processing (TALIP), 2006
244. Li, Mu; Zhu, Muhua; Zhang, Yang; Zhou, Ming; Exploring distributional similarity based models for query spelling correction, Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, 2006
245. Chen, Yi; Zhou, Ming; Wang, Shilong; Reranking answers for definitional QA using language modeling, Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, 2006
246. Yu, Kun; Guan, Gang; Zhou, Ming; Resume information extraction with cascaded hybrid model, Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL), 2005
247. Shi, Lei; Niu, Cheng; Zhou, Ming; Gao, Jianfeng; A DOM tree alignment model for mining parallel data from the web, COLING-ACL, 2005
248. Lü, Yajuan; Zhou, Ming; Collocation translation acquisition using monolingual corpora, Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics (ACL), 2004
249. Wang, Wei; Zhou, Ming; Improving word alignment models using structured monolingual corpora , Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing, 2004
250. Lin, Dekang; Zhao, Shaojun; Qin, Lijuan; Zhou, Ming; Identifying synonyms among distributionally similar words, IJCAI , 2003
251. Huang, Jin-Xia; Wang, Wei; Zhou, Ming; A unified statistical model for generalized translation memory system, Proceedings of Machine Translation Summit IX, 2003
252. Sun, Jian; Zhou, Ming; Gao, Jianfeng; A class-based language model approach to Chinese named entity identification International Journal of Computational Linguistics & Chinese Language Processing, Volume 8, Number 2, August 2003
253. Wu, Hua; Zhou, Ming; Synonymous collocation extraction using translation information Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, 2003
254. Sun, Jian; Gao, Jianfeng; Zhang, Lei; Zhou, Ming; Huang, Changning; Chinese named entity identification using class-based language model, COLING, 2002:
255. Yao, Jianmin; Zhou, Ming; Zhao, Tiejun; Yu, Hao; Li, Sheng; An automatic evaluation method for localization oriented lexicalised EBMT system, COLING, 2002:
256. Ma, Qing; Zhang, Min; Murata, Masaki; Zhou, Ming; Isahara, Hitoshi; Self-organizing Chinese and Japanese semantic maps, COLING, 2002
257. Gao, Jianfeng; Zhou, Ming; Nie, Jian-Yun; He, Hongzhao; Chen, Weijun; Resolving query translation ambiguity using a decaying co-occurrence model and syntactic dependence relations, Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval, 2002
258. Wang, Wei; Zhou, Ming; Huang, Jin-Xia; Huang, Changning; Structure alignment using bilingual chunking， COLING，2002
259. Gao, Jianfeng; Nie, Jian-Yun; Xun, Endong; Zhang, Jian; Zhou, Ming; Huang, Changning; Improving query translation for cross-language information retrieval using statistical models，Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval，2001
260. Zhang, Jian; Gao, Jianfeng; Zhou, Ming; Wang, Jiaxing; Improving the effectiveness of information retrieval with clustering and fusion International，Journal of Computational Linguistics & Chinese Language Processing, Volume 6, Number 1, February 2001: Special Issue on Natural Language Processing Researches in MSRA，2001
261. Zhou, Ming; Ding, Yuan; Huang, Changning; Improving translation selection with a new translation model trained by independent monolingual corpora International Journal of Computational Linguistics & Chinese Language Processing, Volume 6, Number 1, February 2001: Special Issue on Natural Language Processing Researches in MSRA，2001
262. Lü, Yajuan; Zhou, Ming; Li, Sheng; Huang, Changning; Zhao, Tiejun; Automatic translation template acquisition based on bilingual structure alignment International Journal of Computational Linguistics & Chinese Language Processing, Volume 6, Number 1, February 2001: Special Issue on Natural Language Processing Researches in MSRA， 2001
263. Lai, Tom BY; Huang, Changning; Zhou, Ming; Miao, Jiangbo; Siu, Tony KC; Span-based Statistical Dependency Parsing of Chinese. NLPRS，2001
264. Wang, Wei; Huang, Jin-Xia; Zhou, Ming; Huang, Changning; Finding Target Language Correspondence for Lexicalized EBMT System. NLPRS，2001
265. Gao, Jianfeng; Nie, Jian-Yun; Zhang, Jian; Xun, Endong; Su, Yi; Zhou, Ming; Huang, Changning; TREC-9 CLIR experiments at msrcn, TREC, 2000
266. Xun, Endong; Huang, Changning; Zhou, Ming; A unified statistical model for the identification of English baseNP, Proceedings of the 38th Annual Meeting of the Association for Computational Linguistics, 2000
267. Nie, Jian-Yun; Gao, Jiangfeng; Zhang, Jian; Zhou, Ming; On the use of words and n-grams for Chinese information retrieval, Proceedings of the fifth international workshop on Information retrieval with Asian languages, 2000
268. Liu, Ting; Zhou, Ming; Gao, Jianfeng; Xun, Endong; Huang, Changning; PENS: A machine-aided English writing system for Chinese users, Proceedings of the 38th Annual Meeting of the Association for Computational Linguistics, 2000
269. Zhou, Ming; A block-based robust dependency parser for unrestricted Chinese text, Second Chinese Language Processing Workshop, 2000
270. Zhang, Lei; Zhou, Ming; Huang, Changning; Pan, Haihua; Automatic detecting/correcting errors in Chinese text by an approximate word-matching algorithm, Proceedings of the 38th Annual Meeting of the Association for Computational Linguistics, 2000
271. Zhou, Ming; Huang, Changning; An efficient syntactic tagging tool for corpora, COLING, 1994