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个人简介

张民,现任哈工大(深圳)特聘校长助理,计算与智能研究院院长。国家杰出青年科学基金获得者,国家有突出贡献中青年专家,享受国务院政府特殊津贴。“鹏城孔雀计划”特聘A岗位,江苏省“双创人才计划”获得者,江苏省“双创团队”领军人才。 长期从事自然语言处理和人工智能研究。1997年于哈尔滨工业大学博士毕业后,长期在海外学术界和产业界从事研发和管理工作逾20年。已发表CCF A/B类会议和期刊论文150余篇,出版Springer专著2部,主编英文论著(论文集)16本,获部级科技进步奖3项。主持国家自然科学基金杰青、重点、科技部重点研发计划课题、大型产业界项目多项。曾任和现任IEEE/ACM T-ASLP、CL、NLE、SCIENTIA SINICA Informationis、JCST、MIR、《中国科学:信息科学》、《软件学报》和《自动化学报》编委。担任国内外学术会议大会主席、程序委员会主席、特邀报告讲者50余次。 教育经历 1994/04-1997/10:哈尔滨工业大学,计算机科学与技术系,工学博士 1991/09-1994/03:哈尔滨工业大学,计算机科学与技术系,工学硕士 1987/09-1991/07:哈尔滨工业大学,计算机科学与技术系,工学学士 科研与学术工作经历 2021/09至今: 哈尔滨工业大学(深圳),教授,博士生导师,特聘校长助理,计算与智能研究院院长 2012/10-2021/09: 苏州大学,特聘教授,博士生导师,计算机科学与技术学院副院长、院长,人类语言技术研究所所长,人工智能研究院副院长 2003/12-2012/10: 新加坡资讯通信技术研究院,研究员,统计机器翻译实验室主任 (Institute for Infocomm Research,A-STAR,Singapore,Research Staff,Head of SMT Lab) 2001/02-2003/12: Infotalk Technology Pte. Ltd,Singapore,Senior Research Manager (高级研究主管) 1999/09-2001/01: Lernout and Hauspie (L&H) Asia Pacific,Singapore (now as part of Nuance, www.nuance.com),Research Staff (研究员) 1997/12-1999/09: 韩国科学技术大学,计算机系,博士后 (Department of Computer Science, Korean Advanced Institute of Science and Technology, KAIST, Postdoctoral Researcher) 荣誉奖励 “鹏城孔雀计划”特聘岗位 A 档(2021) 享受国务院政府特殊津贴专家(2020) 苏州工业园区第十四届第二批金鸡湖科技领军人才(创业类)(2020) 江苏省“333高层次人才培养工程”入选者(第二层次,2020年结题考核优秀)(2018) 江苏省“双创团队(省千人计划团队)”首席科学家(2017) 国家自然科学基金“杰出青年科学基金”获得者(2015) 苏州市“紧缺高层次人才引进计划”获得者(2015) 江苏省“六大人才高峰计划”获得者(2014) 江苏省“双创人才计划(省千人计划)”获得者(2013)

研究领域

自然语言处理、机器翻译、人工智能

近期论文

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专著 Wenliang CHEN and Min ZHANG. 《Semi-Supervised Dependency Parsing》. Springer-Verlag, 150K words, 2015 Deyi XIONG and Min ZHANG. 《Linguistically Motivated Statistical Machine Translation: Models and Algorithms》. Springer-Verlag, 150K words, 2015 Yang LIU and Min ZHANG. Statistical Machine Translation. In the Routledge Encyclopedia of Translation Technology (Edited by Chan Sin Wai), Chapter 11. Routledge Publisher, 2015 书籍/会议论文集(编辑,2013-) Min ZHANG, Vincent NG, Dongyan ZHAO, Sujian LI, Hongying ZAN. Natural Language Processing and Chinese Computing. Proceedings of the 7th CCF International Conference on Natural Language Processing and Chinese Computing. LNAI 11108. Springer Nature Switzerland AG, 2018 Wenliang CHEN, Bin MA, Min ZHANG, Yanfeng LU and Minghui DONG. Recent Advance in Asian Language Processing. Proceedings of the 19th International Conference on Asian Language Processing. Published by IEEE Computer Society and Conference Publication Services (IEEE CPS), 2015 Maosong SUN, Zhiyuan LIU, Min ZHANG and Yang LIU. Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data. Proceedings of the 14th China National Conference on Computational Linguistics and the 1st International Symposium on NLP Based on Naturally Annotated Big Data. LNAI 9427. Springer-Verlag Berlin Heidelberg, 2015 Rafael R. BANCHS, F. Silvestri, Tieyan LIU, Min ZHANG, Sheng GAO and Jun LANG. Information Retrieval Technology. Proceedings of the 9th Asia Information Retrieval Societies Conference. LNCS 8281. Springer-Verlag Berlin Heidelberg, 2013 Maosong SUN, Min ZHANG, Dekang Lin and Haifeng WANG. Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data. Proceedings of the 12nd China National Conference on Computational Linguistics and the 1st International Symposium on NLP Based on Naturally Annotated Big Data. LNAI 8202. Springer-Verlag Berlin Heidelberg, 2013 Guohong FU, Haoliang QI, Minghui DONG, Min ZHANG and Yusufu AIBAIDUL. Asian Language Processing. Proceedings of the 17th International Conference on Asian Language Processing. IEEE Computer Society and Conference Publication Services (IEEE CPS), 2013 Journal Papers (SCI Indexed, 2007-) Meishan ZHANG, Zhenghua LI, Guohong FU, Min ZHANG. Dependency-based Syntax-aware Word Representations. Artificial Intelligence Journal, Vol 292 (2021), 2021 Mingming YANG, Rui WANG, Kehai CHEN, Xing WANG, Tiejun ZHAO and Min ZHANG. A Novel Sentence-Level Agreement Architecture for Neural Machine Translation. IEEE/ACM Transactions on Audio, Speech and Language Processing, 28 (5): 2585-2597, 2020 Kai SONG, Xiaoqing ZHOU, Heng YU, Zhongqiang HUANG, Yue ZHANG, Weihua LUO, Xiangyu DUAN and Min ZHANG. Towards Better Word Alignment in Transformer. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 28 (5):1801-1812, 2020. Chen GONG, Zhenghua LI, Qingrong XIA, Wenliang CHEN and Min ZHANG. Hierarchical LSTM with Char-Subword-Word Tree-Structure Representation for Chinese Named Entity Recognition. Science China: Information Sciences, 63(10): 1-15, 2020 Huan ZHANG, Zhao ZHANG, Mingbo ZHAO, Qiaolin YE, Min ZHANG and Meng WANG. Robust Triple-Matrix-Recovery-based Auto-weighted Label Propagation for Classification. IEEE Transactions on Neural Networks and Learning Systems, 31(11):4538-4552, 2020 Baosong YANG, Derek F. WONG, Lidia S. CHAO and Min ZHANG. Improving Tree-based Neural Machine Translation with Dynamic Lexicalized Dependency Encoding. Knowledge-based Systems, Vol 185 (Jan 2020, Article 105042), 2020 Mingming YANG, Min ZHANG, Kehai CHEN, Rui WANG and Tiejun ZHAO. Neural Machine Translation with Target-Attention Model. IEICE TRANSACTIONS on Information and Systems, Vol.E103-D, No.03, 2020 Yachao LI, Junhui LI, Min ZHANG, Yixin LI and Peng ZOU. Improving Neural Machine Translation with Linear Interpolation of Short-Path Unit. ACM Transactions on Asian and Low-Resource Language Information Processing, 19(3), Article No: 44 (1-16), 2020 Fang KONG, Min ZHANG, Guodong ZHOU. Chinese Zero Pronoun Resolution: A Chain-to-chain Approach. ACM Transactions on Asian and Low-Resource Language Information Processing (ACM TALLIP), 19(1), Article No:2 (1-21), 2020 Dong HAN, Junhui LI, Yachao LI, Min ZHANG and Guodong ZHOU. Explicitly Modeling Word Translations in Neural Machine Translation. ACM Transactions on Asian and Low-Resource Language Information Processing, 19(1), Article No:15 (1-17), 2020 Hongfei Yu, Xiaoqing Zhou, Xiangyu Duan, Min Zhang. Layer-Wise De-Training and Re-Training for ConvS2S Machine Translation. ACM Transactions on Asian and Low-Resource Language Information Processing, 19(2), Article No:26 (1-15), 2020 Jingli ZHANG, Yu HONG, Wenxuan ZOU, Jianmin YAO and Min ZHANG. Interactive Learning for Joint Event and Relation Extraction. International Journal of Machine Learning and Cybernetics, 11(2):449-461, 2020 Zhengqiu HE, Wenliang CHEN, Zhenghua LI, Wei ZHANG, Hao SHAO, Min ZHANG. Syntax-aware Entity Representations for Neural Relation Extraction. Artificial Intelligence Journal, Vol 275 (Oct 2019): 602-617, 2019 Qiang YANG, Zhixu LI, An LIU, Guanfeng LIU, Lei ZHAO, Xiangliang ZHANG, Min ZHANG, Xiaofang ZHOU. A Novel Hybrid Publication Recommendation System Using Compound Information. World Wide Web (2019):1-19, 2019 Zhen XU, Chengjie SUN, Yinong LONG, Bingquan LIU, Baoxun WANG, Min ZHANG and Xiaolong WANG. Dynamic Working Memory for Context-aware Response Generation. IEEE/ACM Transactions on Audio, Speech and Language Processing, 27(9):1419-1431, 2019 Xing WANG, Zhaopeng TU and Min ZHANG. Incorporating Statistical Machine Translation Word Knowledge into Neural Machine Translation. IEEE/ACM Transactions on Audio, Speech and Language Processing, 26(12):2255-2266, 2018 Qiang LI, Derek WONG, Lidia CHAO, Muhua ZHU, Tong XIAO, Jingbo ZHU and Min ZHANG. Linguistic Knowledge-Aware Neural Machine Translation. IEEE/ACM Transactions on Audio, Speech and Language Processing, 26(12):2341-2354, 2018 Zhao ZHANG, Weiming JIANG, Jie QIN, Li ZHANG, Fanzhang LI, Min Zhang and Shuichen YAN. Jointly Learning Structured Analysis Discriminative Dictionary and Analysis Multiclass Classifier. IEEE Transactions on Neural Networks and Learning Systems, 29(8):3798-814, Aug. 2018 Yanxia QIN, Yue ZHANG, Min ZHANG, Dequan ZHENG. Frame-Based Representation for Event Detection on Twitter. IEICE TRANSACTIONS on Information and Systems, Volume E101.D Issue 4: 1180-1188, April 2018 Bingquan LIU, Zhen XU, Chengjie SUN, Baoxun WANG, Xiaolong WANG, Derek F. WONG, and Min ZHANG. Content-Oriented User Modeling for Personalized Response Ranking in Chatbots. IEEE/ACM Transactions on Audio, Speech and Language Processing, 26(1):122-133, 2018 Jinsong SU, Biao ZHANG, Deyi XIONG, Yang LIU, and Min ZHANG. Alignment-consistent Recursive Neural Networks for Bilingual Phrase Embeddings. Knowledge-based Systems, 156:1-11, 2018 Zhi-Xu LI, Qiang YANG, An LIU, Guan-Feng LIU, Jia ZHU, Jia-Jie XU, Kai ZHENG, Min ZHANG. Crowd-guided Entity Matching with Consolidated Textual Data. Journal of Computer Science and Technology, 32(5): 858–876, Sept. 2017 An LIU, Zhi-Xu LI, Guan Feng LIU, Kai ZHENG, Min ZHANG, Qing LI and Xiangliang ZHANG. Privacy-Preserving Task Assignment in Spatial Crowdsourcing. Journal of Computer Science and Technology, 32(5):905-918, Sept. 2017 Biao ZHANG, Deyi XIONG, Jinsong SU, Min ZHANG. Learning Better Discourse Representation for Implicit Discourse Relation Recognition via Attention Networks. Neurocomputing, Vol.275:1241-1249, 2017 Zhao ZHANG, Lei JIA, Min ZHANG, Bing LI, Li ZHANG, Fanzhang LI. Discriminative Clustering over Manifold Features for Adaptive Transductive Classification. Neural Networks, Vol.94:260-273, Oct 2017 Zhenghua LI, Jiayuan CHAO, Min ZHANG, Wenliang CHEN, Meishan ZHANG and Guohong FU. Coupled POS Tagging on Heterogeneous Annotations. IEEE/ACM Transactions on Audio, Speech and Language Processing, 25(3):557-571, 2017 Wenliang CHEN, Muhua ZHU, Min ZHANG, Yue ZHANG, Jingbo ZHU. 2016. Improving Shift-Reduce Phrase-Structure Parsing. Computational Intelligence, Feb 2016 Wenliang CHEN, Min ZHANG, Yue ZHANG, Xiangyu DUAN. Exploiting Meta Features for Dependency Parsing and Part-of-speech Tagging. Artificial Intelligence Journal, Vol. 230 (Jan 2016):173-191, 2016 Deyi Xiong, Min ZHANG and Xing Wang. Topic-Based Coherence Modeling for Statistical Machine Translation. IEEE/ACM Transactions on Audio, Speech and Language Processing, 23(3):483-493, 2015 Wenliang CHEN, Min ZHANG, Yue ZHANG. Distributed Feature Representations for Dependency Parsing. IEEE/ACM Transactions on Audio, Speech and Language Processing, 23(3):451-460, 2015 Deyi XIONG and Min ZHANG. Backward and trigger-based Language Models for Statistical Machine Translation. Natural Language Engineering (NLE), 21(2):201-226, 2015 Min ZHANG, Xiangyu Duan and Wenliang CHEN. Bayesian Constituent Context Model for Grammar Induction?. IEEE/ACM Transactions on Audio, Speech and Language Processing, 22(2):531-541, 2014 Zhenghua LI, Min ZHANG, Wanxiang CHE, Ting LIU, Wenliang CHEN. Joint Optimization for Chinese POS Tagging and Dependency Parsing. IEEE/ACM Transactions on Audio, Speech and Language Processing, 22(1):274-286, 2014 Min ZHANG, Xinyan XIAO, Deyi XIONG and Qun LIU. Topic-Based Dissimilarity and Sensitivity Models for Translation Rule Selection. Journal of Artificial Intelligence Research, 50(2014):1-30, 2014 Min ZHANG, Wenliang CHEN, Xiangyu DUAN and Rong ZHANG. Improving Graph-based Dependency Parsing Models with Dependency Language Models. IEEE Transactions on Audio, Speech and Language Processing, 21(11):2313-2323, 2013 Wenliang CHEN, Jun’ichi KAZAMAZ, Min ZHANG, Yoshimasa TSURUOKA, Yujie ZHANG, Yiou WANG, Kentaro TORISAWA and Haizhou LI. Bitext Dependency Parsing with Auto-generated Bilingual Treebanks. IEEE Transactions on Audio, Speech and Language Processing, 20(5):1461-1472, 2012 Deyi XIONG, Min ZHANG and Haizhou LI. A Maximum Entropy Segmentation Model for Statistical Machine Translation. IEEE Transactions on Audio, Speech and Language Processing, 19(8):2494-2505, 2011 Deyi XIONG, Min ZHANG, Ai Ti AW and Haizhou LI. Linguistically Annotated Reordering: Evaluation and Analysis. Computational Linguistics, 36(3):535-568, 2010 Min ZHANG. Book Review: Introduction to Chinese Natural Language Processing (Kam-Fai Wong, Wenjie Li, Ruifeng Xu, and Zheng-sheng Zhang). Computational Linguistics, 36(4):777-780, 2010 Boxing CHEN, Min ZHANG and Ai Ti AW. Two-Stage Hypotheses Generation for Spoken Language Translation. ACM Transaction on Asian Language Information Processing, 8(1), 2009 Min ZHANG, Wanxiang CHE, Guodong ZHOU, Ai Ti AW, Chew Lim TAN, Ting LIU and Sheng LI. Semantic Role Labeling using a Grammar-driven Convolution Tree Kernel. IEEE Transactions on Audio, Speech and Language Processing. 16(7):1315-1329, 2008 WanXiang CHE, Min ZHANG, Ai Ti AW, Chew Lim TAN, Ting LIU and Sheng LI. Using a Hybrid Convolution Tree Kernel for Semantic Role Labeling. ACM Transaction on Asian Language Information Processing, 7(4):1-18, 2008 Min ZHANG, Guodong ZHOU and Ai Ti AW. Exploring syntactic structured features over parse trees for relation extraction using kernel methods. Information Processing and Management, 44(2):687-701, 2008 Guodong ZHOU, Min ZHANG, Donghong Ji and QiaoMing ZHU. Hierarchical learning strategy in semantic relation extraction. Information Processing and Management, 44(3):1008-1021, 2008 Guodong ZHOU, Min ZHANG. Extracting relation information from text documents by exploring various types of knowledge. Information Processing and Management, 43(4):969-982, 2007 Conference Papers (CCF A: ACL/AAAI/IJCAI 2006-) Yang XU, Yiheng XU, Tengchao LV, Lei CUI, Furu WEI, Guoxin WANG, Yijuan LU, Dinei FLORENCIO, Cha ZHANG, Wanxiang CHE, Min ZHANG and Lidong ZHOU. LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding. Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Online, 1-6 Aug. 2021 Linqing CHEN, Junhui LI, Zhengxian GONG, Boxing CHEN, Weihua LUO, Min ZHANG and Guodong ZHOU. Breaking the Corpus Bottleneck for Context-Aware Neural Machine Translation with Cross-Task Pre-training. Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Online, 1-6 Aug. 2021 Dongqin XU, Junhui LI, Muhua ZHU, Min ZHANG and Guodong ZHOU. XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation. Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Online, 1-6 Aug. 2021 Chen GONG, Saihao HUANG, Houquan ZHOU, Zhenghua LI, Min ZHANG, Zhefeng WANG, Baoxing HUAI and Nicholas Jing YUAN. An In-depth Study on Internal Structure of Chinese Words. Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Online, 1-6 Aug. 2021 Xin LIU, Baosong YANG, Dayiheng LIU, Haibo ZHANG, Weihua LUO, Min ZHANG, Haiying ZHANG and Jinsong SU. Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation. Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Online, 1-6 Aug. 2021 Hongqiu WU, Hai ZHAO and Min ZHANG. Code Summarization with Structure-induced Transformer. Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Online, 1-6 Aug. 2021 (Findings of ACL) Jinpeng ZHANG, Baijun JI, Nini XIAO, Xiangyu DUAN, Min ZHANG, Yangbin SHI and Weihua LUO. Combining Static Word Embeddings and Contextual Representations for Bilingual Lexicon Induction. Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Online, 1-6 Aug. 2021 (Findings of ACL) Xiao CHEN, Changlong SUN, Jingjing WANG, Shoushan LI, Luo SI, Min ZHANG, Guodong ZHOU. Aspect Sentiment Classification with Document-level Sentiment Preference Modeling. Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. (ACL-2020), Online, 5-10 July 2020 Xiangyu DUAN, Baijun JI, Hao JIA, Min TAN, Min ZHANG, Boxing CHEN, Weihua LUO, Yue ZHANG. Bilingual Dictionary Based Neural Machine Translation without Using Parallel Sentences. Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. (ACL-2020), Online, 5-10 July 2020 Yu ZHANG, Zhenghua LI, Min ZHANG. Efficient Second-Order TreeCRF for Neural Dependency Parsing. Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. (ACL-2020), Online, 5-10 July 2020 Bo ZHANG, Yue ZHANG, Rui WANG, Zhenghua LI, Min ZHANG. Syntax-Aware Opinion Role Labeling with Dependency Graph Convolutional Networks. Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. (ACL-2020), Online, 5-10 July 2020 Zhengqiu HE, Wenliang CHEN, Yuyi WANG, Wei ZHANG, Gaochun WANG, Min ZHANG. Improving Distant Supervision Relation Extraction with Auto-Selected Positive and Unlabeled Instances. Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-2020), New York, 7-12 Feb. 2020 Kai SONG, Rui WANG, Heng YU, Yue ZHANG, Zhongqiang HUANG, Weihua LUO, Xiangyu DUAN and Min ZHANG. Alignment-Enhanced Transformer for Constraining NMT with Pre-Specified Translations. Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-2020), New York, 7-12 Feb. 2020 Baijun JI, Zhirui ZHANG, Xiangyu DUAN, Min ZHANG, Boxing CHEN and Weihua LUO. Cross-lingual Pre-training Based Transfer for Zero-shot Neural Machine Translation. Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-2020), New York, 7-12 Feb. 2020 Jiancheng WANG, Jingjing WANG, Changlong SUN, Shoushan LI, Xiaozhong LIU, Luo SI, Min ZHANG and Guodong ZHOU. Sentiment Classification in Customer Service Dialogue with Topic-aware Multi-task Learning. Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-2020), New York, 7-12 Feb. 2020 Zhenghua LI, Xue PENG, Min ZHANG, Rui WANG and Luo SI. Semi-supervised Domain Adaptation for Dependency Parsing. Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL-2019), Florence, July 28th to August 2nd 2019 Jingjing WANG, Changlong SUN, Shoushan LI, Xiaozhong LIU, Luo SI, Min ZHANG, Guodong ZHOU. Aspect Sentiment Classification Towards Question-Answering with Reinforced Bidirectional Attention Network. Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL-2019), Florence, July 28th to August 2nd 2019 Xiangyu DUAN, Mingming YIN, Min ZHANG, Boxing CHEN, Weihua LUO. Zero-Shot Cross-Lingual Abstractive Sentence Summarization through Teaching Generation and Attention. Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL-2019), Florence, July 28th to August 2nd 2019 Mingming YANG, Rui WANG, Kehai CHEN, Masao UTIYAMA, Eiichiro SUMITA, Min ZHANG, Tiejun ZHAO. Sentence-Level Agreement for Neural Machine Translation. Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL-2019), Florence, July 28th to August 2nd 2019 (Short) Ying LI, Zhenghua LI, Min ZHANG, Rui WANG, Sheng LI, Luo SI. Self-attentive Biaffine Dependency Parsing. Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI-2019), Macau, 10-16 August 2019 Jinfu XIA, Yan ZHAO, Guanfeng LIU, Jiajie XU, Min ZHANG, Kai ZHENG. Profit-driven Task Assignment in Spatial Crowdsourcing. Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI-2019), Macau, 10-16 August 2019 Qingrong XIA, Zhenghua LI, Min ZHANG, Meishan ZHANG, Guohong FU, Rui WANG, Luo SI. Syntax-aware Neural Semantic Role Labeling. Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-2019), Hawaii, 27 Jan-1 Feb 2019 Xinzhou JIANG, Zhenghua LI, Bo ZHANG, Min ZHANG, Sheng LI and Luo SI. Supervised Treebank Conversion: Data and Approaches. Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL-2018), Melbourne, 15-20 July 2018 Jingjing WANG, Jie LI, Shoushan LI, Guodong ZHOU, Min ZHANG, Luo SI. Aspect Sentiment Classification with both Word-level and Clause-level Attention Networks. The 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI-2018), Stockholm, 13-19 July 2018 Yaosheng YANG, Meishan ZHANG, Wenliang CHEN, Wei ZHANG, Haofen WANG, Min ZHANG. Adversarial Learning for Chinese NER from Crowd Annotations. Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-2018), New Orleans, 2-7 Feb 2018 Zhenqiu HE, Wenliang CHEN, Zhenghua LI, Meishan ZHANG, Wei ZHANG, Min ZHANG. Syntax-aware Entity Embedding for Neural Relation Extraction. Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-2018), New Orleans, 2-7 Feb 2018 Kai SONG, Yue ZHANG, Min ZHANG, Weihua LUO. Improved English to Russian Translation by Neural Suf?x Prediction. Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-2018), 410-418, New Orleans, 2-7 Feb 2018 Junhui LI, Deyi XIONG, Zhaopeng TU, Muhua ZHU, Min ZHANG and Guodong ZHOU. Modeling Source Syntax for Neural Machine Translation. Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL-2017), Vancouver, July 30 – August 4, 2017 Zhenghua LI, Min ZHANG, Yue ZHANG, Zhanyi LIU, Wenliang CHEN, Hua WU and Haifeng WANG. Active Learning for Dependency Parsing with Partial Annotation. Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL-2016), Berlin, 7-12 August 2016 Zhenghua LI, Jiayuan CHAO, Min ZHANG and Wenliang CHEN. Coupled Sequence Labeling on Heterogeneous Annotations: POS Tagging as a Case Study. Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (ACL-IJCNLP-2015), Beijing, 27-31 July 2015 Jinsong SU, Deyi XIONG, Yang LIU, Xianpei HAN, Hongyu LIN, Junfeng YAO and Min ZHANG. A Context-Aware Topic Model for Statistical Machine Translation. Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (ACL-IJCNLP-2015), Beijing, 27-31 July 2015 Deyi XIONG and Min ZHANG. A Sense-based Translation Model for Statistical Machine Translation. Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL-2014), Baltimore, 22-27 June 2014 Zhenghua LI, Min ZHANG, Wenliang CHEN. Ambiguity-aware Ensemble Training for Semi-supervised Dependency Parsing. Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL-2014), Baltimore, 22-27 June 2014 Muhua ZHU, Yue ZHANG, Wenliang CHEN, Min ZHANG and Jingbo ZHU. Fast and Accurate Shift-Reduce Constituent Parsing. Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL-2013), 434–443, Sofia, 4-9 August 2013 Deyi XIONG, Min ZHANG and Haizhou LI. Modeling the Translation of Predicate-Argument Structure for SMT. Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL-2012), 902-911, Jeju Island, 8-14 July 2012 Wenliang CHEN, Min ZHANG and Haizhou LI. Utilizing Dependency Language Models for Graph-based Dependency Parsing Models. Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL-2012), 213–222, Jeju Island, 8-14 July 2012 Xinyan XIAO, Deyi XIONG, Min ZHANG, Qun LIU and Shouxun LIN. A Topic Similarity Model for Hierarchical Phrase-based Translation. Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL-2012), 750-758, Jeju Island, 8-14 July 2012 Deyi XIONG, Min ZHANG and Haizhou LI. Enhancing Language Models in Statistical Machine Translation with Backward N-grams and Mutual Information Triggers. Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics (ACL-2011), 1288-1297, Portland, 19-24 June 2011 Min ZHANG, Hui ZHANG and Haizhou LI. Convolution Kernel over Packed Parse Forest. Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics (ACL-2010), 875-885, Uppsala, 11-16 July 2010 Jun SUN, Min ZHANG and Chew Lim TAN. Exploring Syntactic Structural Features for Subtree Alignment using Bilingual Tree Kernels. Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics (ACL-2010), 306-315, Uppsala, Sweden, 11-16 July 2010 Deyi XIONG, Min ZHANG and Haizhou LI. Error Detection for Statistical Machine Translation Using Linguistic Features. Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics (ACL-2010), 604-611, Uppsala, Sweden, 11-16 July 2010 Xiangyu DUAN, Min ZHANG and Haizhou LI. Pseudo-word for Phrase-based Machine Translation. Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics (ACL-2010), 148-156, Uppsala, Sweden, 11-16 July 2010 Hui ZHANG, Min ZHANG, Haizhou LI, Ai Ti AW and Chew Lim TAN. Forest-based Tree Sequence to String Translation Model. Proceedings of the 47th Annual Meeting of the ACL and the 4th IJCNLP of the AFNLP (ACL-IJCNLP-2009), 172-180, Singapore, 2-7 August 2009 Jun SUN, Min ZHANG and Chew Lim TAN. A non-contiguous Tree Sequence Alignment-based Model for Statistical Machine Translation. Proceedings of the 47th Annual Meeting of the ACL and the 4th IJCNLP of the AFNLP (ACL-IJCNLP-2009), 914-922, Singapore, 2-7 August 2009 Deyi XIONG, Min ZHANG, Ai Ti AW and Haizhou LI. A Syntax-Driven Bracketing Model for Phrase-Based Translation. Proceedings of the 47th Annual Meeting of the ACL and the 4th IJCNLP of the AFNLP (ACL-IJCNLP-2009), 315-323, Singapore, 2-7 August 2009 Boxing CHEN, Min ZHANG, Haizhou LI and Ai Ti AW. A Comparative Study of Hypothesis Alignment and its Improvement for Machine Translation System Combination. Proceedings of the 47th Annual Meeting of the ACL and the 4th IJCNLP of the AFNLP (ACL-IJCNLP-2009), 941-948, Singapore, 2-7 August 2009 Lianhau LEE, Ai Ti AW, Thuy VU, Sharifah ALJUNIED, Min ZHANG and Haizhou LI. MARS: Multilingual access and retrieval system with enhanced query translation and document retrieval. Proceedings of the 47th Annual Meeting of the ACL and the 4th IJCNLP of the AFNLP (ACL-IJCNLP-2009): Demo Session, 21-24, Singapore, 2-7 August 2009 Min ZHANG, Hongfei JIANG, Ai Ti AW, Chew Lim TAN and Sheng LI. A Tree Sequence Alignment-based Tree-to-Tree Translation Model. Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL-2008:HLT), 559-567, Columbus, 15-20 June 2008 Deyi XIONG, Min ZHANG, Ai Ti AW and Haizhou LI. A Linguistically Annotated Reordering Model for BTG-based Statistical Machine Translation. Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL-2008:HLT), 149-152 (short paper), Columbus, 15-20 June 2008 Boxing CHEN, Min ZHANG, Ai Ti AW and Haizhou LI. Exploiting N-best Hypotheses for SMT Self-Enhancement. Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL-2008:HLT), 157-160 (short paper), Columbus, 15-20 June 2008 Min ZHANG, Wanxiang CHE, Ai Ti AW, ChunLim TAN, Guodong ZHOU, Ting LIU and Sheng LI. Grammar-driven Convolution Tree Kernel for Semantic Role Classification. Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics (ACL 2007), 200–207, Prague, 23-30 June 2007 Min ZHANG, Jie ZHANG, Jian SU and Guodong ZHOU. A composite kernel to extract relations between entities with both flat and structured features. Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics (COLING-ACL-2006), 825-832, Sydney, 17-21 July 2006 Guodong ZHOU, Jian SU and Min ZHANG. Modeling commonality among related classes in relation extraction. Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics (COLING-ACL-2006), 121-128, Sydney, 17-21 July 2006 Ai Ti AW, Min ZHANG, Juan XIAO and Jian SU. A phrase-based statistical model for SMS texts normalization. Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics (COLING-ACL-2006), 33-40, Sydney, 17-21 July 2006 Wanxiang CHE, Min ZHANG, Ting LIU and Sheng LI. A hybrid convolution tree kernel for semantic role labeling. Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics (COLING-ACL-2006), 73-80, Sydney, 17-21 July 2006 Xing WANG, Zhengdong LU, Zhaopeng TU, Hang LI, Deyi XIONG and Min ZHANG. Neural Machine Translation Advised by Statistical Machine Translation. Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-2017), San Francisco, 4-9 Feb 2017 Deyi XIONG and Min ZHANG. A topic-based coherence model for SMT. Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence (AAAI-2013), 977-983, Bellevue, Washington, 14-18 July 2013 Jun SUN, Min ZHANG and Chew Lim TAN. Tree Sequence Kernel for Natural Language. Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence (AAAI-2011), 921-926, San Francisco, 7-11 August 2011 Ante WANG, Linfeng SONG, Hui JIANG, Shaopeng LAI, Junfeng YAO, Min ZHANG, Jinsong SU. A Structure Self-Aware Model for Discourse Parsing on Multi-Party Dialogues. Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-2021), Montreal-themed Virtual Reality, 19-26 August 2021 Linqing CHEN, Junhui LI, Zhengxian GONG, Xiangyu DUAN, Boxing CHEN, Weihua LUO, Min ZHANG and Guodong ZhOU. Improving Context-Aware Neural Machine Translation with Source-side Monolingual Documents. Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-2021), Montreal-themed Virtual Reality, 19-26 August 2021 Deyi XIONG, Guosheng BEN, Min ZHANG, Yajuan LV and Qun LIU. Modeling lexical cohesion for document-level MT. Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence (IJCAI-2013), 2183-2189, Beijing, 3-9 August 2013 Xiangyu DUAN, Min ZHANG and Wenliang CHEN. Smoothing for Bracketing Induction. Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence (IJCAI-2013), 2085-2091, Beijing, 3-9 August 2013 Conference Papers (CCF B: EMNLP/COLING and NAACL 2006-) Lijie WANG, Ao ZHANG, Kun WU, Ke SUN, Zhenghua LI, Hua WU, Min ZHANG and Haifeng WANG. DuSQL: A Large-Scale and Pragmatic Chinese Text-to-SQL Dataset. Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP-2020), Punta Cana, Nov. 16-20, 2020 Dongqin XU, Junhui LI, Muhua ZHU, Min ZHANG and Guodong ZHOU. Improving AMR Parsing with Sequence-to-Sequence Pre-training. Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP-2020), Punta Cana, Nov. 16-20, 2020 Qingrong XIA, Zhenghua LI and Min ZHANG. A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP-2019), Hong Kong, Nov. 3-9, 2019 Xiangyu DUAN, Hongfei YU, Mingming YIN, Min ZHANG, Weihua LUO and Yue ZHANG. A Contrastive Attention Mechanism for Abstractive Sentence Summarization. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP-2019), Hong Kong, Nov. 3-9, 2019 Xiabing ZHOU, Zhongqing WANG, Shoushan LI, Guodong ZHOU and Min ZHANG. Emotion Detection with Neural Personal Discrimination. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP-2019), Hong Kong, Nov. 3-9, 2019 Jingjing WANG, Changlong SUN, Shoushan LI, Jiancheng WANG, Luo SI, Min ZHANG, Xiaozhong LIU and Guodong ZHOU. Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP-2019), Hong Kong, Nov. 3-9, 2019 Jie ZHU, Junhui LI, Muhua ZHU, Longhua QIAN, Min ZHANG and Guodong ZHOU. Modeling Graph Structure in Transformer for Better AMR-to-Text Generation. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP-2019), Hong Kong, Nov. 3-9, 2019 Chenlin SHEN, Jingjing WANG, Shoushan LI, Yangyang KANG, Changlong SUN, Xiaozhong LIU, Luo SI, Min ZHANG and Guodong ZHOU. Sentiment Classification towards Question-Answering with Hierarchical Matching Network. Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP-2018), Brussels, Oct. 31-Nov. 4, 2018 Jiacheng ZHANG, Huanbo LUAN, Maosong SUN, Feifei ZHAI, Jingfang XU, Min ZHANG and Yang LIU. Improving the Transformer Translation Model with Document-Level Context. Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP-2018), Brussels, Oct. 31-Nov. 4, 2018 Yang XU, Yu HONG, Huibin RUAN, Jianmin YAO, Min ZHANG and Guodong ZHOU. Using Active Learning to Expand Training Data for Implicit Discourse Relation Recognition. Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP-2018), Brussels, Oct. 31-Nov. 4, 2018 Chen Gong, Zhenghua Li, Min Zhang, Xinzhou Jiang. Multi-Grained Chinese Word Segmentation. Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP-2017), pp. 692-703, Copenhagen, Sept. 2017 Xing Wang, Zhaopeng Tu, Deyi Xiong, Min Zhang. Translating Phrases in Neural Machine Translation. Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP-2017), pp. 1421-1431, Copenhagen, Sept. 2017 Zhenghua LI, Jiayuan CHAO, Min ZHANG and Jiwen YANG. Fast Coupled Sequence Labeling on Heterogeneous Annotations via Context-aware Pruning. Proceedings of the 2016 Empirical Methods in Natural Language Processing (EMNLP-2016), 753-762, Austin, 1-5 November 2016 Biao ZHANG, Deyi XIONG, Jinsong SU, Hong DUAN and Min ZHANG. Variational Neural Machine Translation. Proceedings of the 2016 Empirical Methods in Natural Language Processing (EMNLP-2016), 521-530, Austin, 1-5 November 2016 Biao ZHANG, Deyi XIONG, Jinsong SU, Qun LIU, Rongrong JI, Hong DUAN and Min ZHANG. Variational Neural Discourse Relation Recognizer. Proceedings of the 2016 Empirical Methods in Natural Language Processing (EMNLP-2016), 382-391, Austin, 1-5 November 2016 Xing WANG, Deyi XIONG and Min ZHANG. Learning Semantic Representations for Non-terminals in Hierarchical Phrase-Based Translation. Proceedings of the 2015 Empirical Methods in Natural Language Processing (EMNLP-2015), 1391-1400, Lisboa, 17-21 September 2015 Jinsong SU, Deyi XIONG, Biao ZHANG, Yang LIU, Junfeng YAO and Min ZHANG. Bilingual Correspondence Recursive Autoencoder for Statistical Machine Translation. Proceedings of the 2015 Empirical Methods in Natural Language Processing (EMNLP-2015), 1248-1258, Lisboa, 17-21 September 2015 Wenliang CHEN, Min ZHANG and Yue ZHANG. Semi-Supervised Feature Transformation for Dependency Parsing. Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing (EMNLP-2013), 1303-1313, Seattle, 18-21 October 2013 Deyi XIONG, Yang DING, Min ZHANG and Chew Lim Tan. Lexical Chain Based Cohesion Models for Document-Level Statistical Machine Translation. Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing (EMNLP-2013), 1563-1573, Seattle, 18-21 October 2013 Zhengxian GONG, Min ZHANG, Chew Lim TAN and Guodong ZHOU. N-gram-based Tense Models for Statistical Machine Translation. Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-2012), 276–285, Jeju Island, 12–14 July 2012 Wenliang CHEN, Junichi KAZAMA, Min ZHANG, Yoshimasa TSURUOKA, Yujie ZHANG, Yiou WANG, Kentaro TORISAWS and Haizhou LI. SMT Helps Bitext Dependency Parsing. Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing (EMNLP-2011), 73-83, Edinburgh, 27-31 July 2011 Zhengxian GONG, Min ZHANG and Guodong ZHOU. Cache-based Document-level Statistical Machine Translation. Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing (EMNLP-2011), 909–919, Edinburgh, 27-31 July 2011 Zhenghua LI, Min ZHANG, Wanxiang CHE, Ting LIU, Wenliang CHEN and Haizhou LI. Joint Models for Chinese POS Tagging and Dependency Parsing. Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing (EMNLP-2011), 1180-1191, Edinburgh, 27-31 July 2011 Hui ZHANG, Min ZHANG, Haizhou LI and Eng Siong CHNG. Non-isomorphic Forest Pair Translation. Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing (EMNLP-2010), 440–450, MIT, Massachusetts, 9-11 October 2010 Min ZHANG and Haizhou LI. Tree Kernel-based SVM with Structured Syntactic Knowledge for BTG-based Phrase Reordering. Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing (EMNLP-2009), 698-707, Singapore, 6-7 August 2009 Hui ZHANG, Min ZHANG, Haizhou LI and Chew Lim TAN. Fast Translation Rule Matching for Syntax-based Statistical Machine Translation. Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing (EMNLP-2009), 1037-1045, Singapore, 6-7 August 2009 Hui ZHANG, Min ZHANG, Chew Lim TAN and Haizhou LI. K-Best Combination of Syntactic Parsers. Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing (EMNLP-2009), 1152-1560, Singapore, 6-7 August 2009 Guodong ZHOU, Min ZHANG, Longhua QIAN anf Qiaoming ZHU. Tree Kernel-based Relation Extraction with Context-sensitive Structure. Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL-2007), 728-736, Prague, 28-30 June 2007 Junjie Yu, Tong Zhu, Wenliang Chen, Wei Zhang and Min Zhang. Improving Relation Extraction with Relational Paraphrase Sentences. Proceedings of the 28th International Conference on Computational Linguistics (COLING-2020), Barcelona, 8-13 Dec. 2020 Huibin Ruan, Yu Hong, Yang Xu, Zhen Huang, Guodong Zhou and Min Zhang. Interactively-Propagative Attention Learning for Implicit Discourse Relation Recognition. Proceedings of the 28th International Conference on Computational Linguistics (COLING-2020), Barcelona, 8-13 Dec. 2020 Chen Gong, Zhenghua Li, Bowei Zou and Min Zhang. Multi-grained Chinese Word Segmentation with Weakly Labeled Data. Proceedings of the 28th International Conference on Computational Linguistics (COLING-2020), Barcelona, 8-13 Dec. 2020 Qingrong Xia, Rui Wang, Zhenghua Li, Yue Zhang and Min Zhang. Semantic Role Labeling with Heterogeneous Syntactic Knowledge. Proceedings of the 28th International Conference on Computational Linguistics (COLING-2020), Barcelona, 8-13 Dec. 2020 Ying Li, Zhenghua Li and Min Zhang. Semi-supervised Domain Adaptation for Dependency Parsing via Improved Contextualized Word Representations. Proceedings of the 28th International Conference on Computational Linguistics (COLING-2020), Barcelona, 8-13 Dec. 2020 Huaao Zhang, Shigui Qiu, Xiangyu Duan and Min Zhang. Token Drop mechanism for Neural Machine Translation. Proceedings of the 28th International Conference on Computational Linguistics (COLING-2020), Barcelona, 8-13 Dec. 2020 Tong Zhu, Haitao Wang, Junjie Yu, Wenliang Chen, Wei Zhang and Min Zhang. Towards Accurate and Consistent Evaluation: A Dataset for Distantly-Supervised Relation Extraction. Proceedings of the 28th International Conference on Computational Linguistics (COLING-2020), Barcelona, 8-13 Dec. 2020 Yachao LI, Junhui LI and Min ZHANG. Adaptive Weighting for Neural Machine Translation. Proceedings of the 27th International Conference on Computational Linguistics (COLING-2018), 3038-3048, Santa Fe, 20-26 August 2018 Yaosheng YANG, Wenliang CHEN, Zhenghua LI, Zhengqiu HE and Min ZHANG. Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning. Proceedings of the 27th International Conference on Computational Linguistics (COLING-2018), 2159-2169, Santa Fe, 20-26 August 2018 Lu WANG, Shoushan LI, Changlong SUN, Luo SI, Xiaozhong LIU, Min ZHANG. One vs. Many QA Matching with both Word-level and Sentence-level Attention Network. Proceedings of the 27th International Conference on Computational Linguistics (COLING-2018), 2540-2550, Santa Fe, 20-26 August 2018 Wenliang CHEN, Zhenjie ZHANG, Zhenghua LI and Min ZHANG. Distributed Representations for Building Profiles of Users and Items from Text Reviews. Proceedings of the 26th International Conference on Computational Linguistics (COLING-2016), 2143-2153, Osaka, 11-17 December 2016 Fangyuan LI, Ruihong HUANG, Deyi XIONG and Min ZHANG. Learning Event Expressions via Bilingual Structure Projection. Proceedings of the 26th International Conference on Computational Linguistics (COLING-2016), 1441-1450, Osaka, 11-17 December 2016 Haiqing TANG, Deyi XIONG, Min ZHANG and Zhengxian GONG. Improving Statistical Machine Translation with Selectional Preferences. Proceedings of the 26th International Conference on Computational Linguistics (COLING-2016), 2154-2163, Osaka, 11-17 December 2016 Biao ZHANG, Deyi XIONG, Jinsong SU, Hong DUAN and Min ZHANG. Bilingual Autoencoders with Global Descriptors for Modeling Parallel Sentences. Proceedings of the 26th International Conference on Computational Linguistics (COLING-2016), 2548-2558, Osaka, 11-17 December 2016 Zhenghua LI, Min ZHANG and Wenliang CHEN. Soft cross-lingual syntax predication for dependency parsing. Proceedings of the 25th International Conference on Computational Linguistics (COLING-2014), 783-793, Dublin, 23-29 August 2014 Xiangyu DUAN, Min ZHANG, Qiaoming ZHU. Synchronous Constituent Context Model for Inducing Bilingual Synchronous Structures. Proceedings of the 25th International Conference on Computational Linguistics (COLING-2014), 1865-1874, Dublin, 23-29 August 2014 Wenliang CHEN, Yue ZHANG, Min ZHANG. Feature Embedding for Dependency Parsing. Proceedings of the 25th International Conference on Computational Linguistics (COLING-2014), 816-826, Dublin, 23-29 August 2014 Zhenghua LI, Min ZHANG, Wanxiang CHE and Ting LIU. A Separately Passive-Aggressive Training Algorithm for Joint POS Tagging and Dependency Parsing. Proceedings of the 24th International Conference on Computational Linguistics (COLING-2012), 1681-1698, Mumbai, 8-15 December 2012 Yun HUANG, Min ZHANG and Chew Lim TAN. Improved Combinatory Categorial Grammar Induction with Boundary Words and Bayesian Inference. Proceedings of the 24th International Conference on Computational Linguistics (COLING-2012), 1257-1274, Mumbai, 8-15 December 2012 Zhengxian GONG, Min ZHANG, Chew Lim TAN and Guodong ZHOU. Classifier-based Tense Models for SMT. Proceedings of the 24th International Conference on Computational Linguistics (COLING-2012), 411-420, Mumbai, 8-15 December 2012 Jun SUN, Min ZHANG and Chew Lim TAN. Discriminative Induction of Sub-Tree Alignment using Limited Labeled Data. Proceedings of the 23rd International Conference on Computational Linguistics (COLING-2010), 1047–1055, Beijing, 23-27 August 2010 Vladimir PWEVOUCHINE, Min ZHANG, Ming LIU and Haizhou LI. Improving Name Origin Recognition with Context Features and Unlabelled Data. Proceedings of the 23rd International Conference on Computational Linguistics (COLING-2010), Poster Volume: 972-978, Beijing, 23-27 August 2010 Min ZHANG, Xiangyu DUAN, Vladimir PWEVOUCHINE and Haizhou LI. Machine Transliteration: Leveraging on Third Languages. Proceedings of the 23rd International Conference on Computational Linguistics (COLING-2010), Poster Volume: 1444-1452, Beijing, 23-27 August 2010 Lianhau LEE, Ai Ti AW, Min ZHANG and Haizhou LI. EM-based Hybrid Model for Bilingual Terminology Extraction from Comparable Corpora. Proceedings of the 23rd International Conference on Computational Linguistics (COLING-2010), Poster Volume: 639–646, Beijing, 23-27 August 2010 Shui LIU, Sheng LI, Tiejun ZHAO, Min ZHANG and Pengyuan LIU. Head-modifier Relation based Non-lexical Reordering Model for Phrase-Based Translation. Proceedings of the 23rd International Conference on Computational Linguistics (COLING-2010), Poster Volume: 748-756, Beijing, 23-27 August 2010 Min ZHANG, Hongfei JIANG, Haizhou LI, Ai Ti AW, Chew Lim TAN and Sheng LI. Grammar Comparison Study for Translational Equivalence Modeling and Statistical Machine Translation. Proceedings of the 22nd International Conference on Computational Linguistics (COLING-2008), 1097-1104, Manchester, 18-22 August 2008 Deyi XIONG, Min ZHANG, Ai Ti AW and Haizhou LI. Linguistically Annotated BTG for Statistical Machine Translation. Proceedings of the 22nd International Conference on Computational Linguistics (COLING-2008), 1009-1016, Manchester, 18-22 August 2008 Boxing CHEN, Min ZHANG, Ai Ti AW and Haizhou LI. Improve SMT through Hypotheses Regeneration. Proceedings of the 22nd International Conference on Computational Linguistics (COLING-2008), 105-112, Manchester, 18-22 August 2008 Qingrong XIA, Bo ZHANG, Rui WANG, Zhenghua LI, Yue ZHANG, Fei HUANG, Luo SI, Min ZHANG. A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents. NAACL-HLT 2021: 1795-1804 Kai SONG, Yue ZHANG, Heng YU, Weihua LUO, Kun WANG and Min ZHANG. Code-Switching for Enhancing NMT with Pre-Specified Translation. Proceedings of the 20th Annual Conference of the North American Chapter of the ACL (NAACL-2019), 136–144, Minneapolis, 2-7 June 2019 Meishan ZHANG, Zhenghua LI, Guohong FU and Min ZHANG. Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations. Proceedings of the 20th Annual Conference of the North American Chapter of the ACL (NAACL-2019), 136–144, Minneapolis, 2-7 June 2019 Deyi XIONG, Min ZHANG and Haizhou LI. Learning Translation Boundaries for Phrase-Based Decoding. Proceedings of the Human Language Technologies: the 11th Annual Conference of the North American Chapter of the ACL (NAACL-HLT-2010), , 1-6 June 2010 Min ZHANG, Jie ZHANG and Jian SU. Exploring syntactic features for relation extraction using a convolution kernel. Proceedings of the Human Language Technology Conference and the North American Chapter of the Association of Computational Linguistics (HLT-NAACL-2006), 288-295, New York, 4-9 June 2006 Fuzhen HE, Zhixu LI, Qiang YANG, An LIU, Guanfeng LIU, Pengpeng ZHAO, Lei ZHAO, Min ZHANG and Zhigang CHEN. Unsupervised Entity Alignment using Attribute Triples and Relation Triples. Proceedings of the 24th International Conference on Database Systems for Advanced Applications (DASFAA-2019), Chiang Mai, 22-25 April 2019 Huiping YANG, Yan ZHAO, Jinfu XIA, Bin YAO, Min ZHANG, and Kai ZHENG. Music Playlist Recommendation with Long Short-Term Memory. Proceedings of the 24th International Conference on Database Systems for Advanced Applications (DASFAA-2019), Chiang Mai, 22-25 April 2019

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编委,IEEE/ACM Transactions on Audio, Speech and Language Processing (IEEE/ACM T-ASLP),2015/01-2020/12 编委,Computational Linguistics,2021/01-2022/12 编委,Journal of Natural Language Engineering, 2019/1-2021/12 编委,Journal of Computer Science and Technology (JCST), 2021/01-2022/12 编委,SCIENCE CHINA: Information Sciences, 2018/1-2021/12 编委,International Journal of Automation and Computing, 2021/05-2023/05 编委,Machine Intelligence Research,2021/12-2023/12 编委,中国科学:信息科学,2018/1-2023/12 领域编委,软件学报,2019/1-2024/12 编委,自动化学报, 2015/01-2023/12 编委,中国计算机学会通讯(CCCF),2019/01-2021/03 丛书编委会委员,人工智能出版工程(电子工业出版社,国家出版基金项目),2020- 主席,国际计算语言学学会中文处理专委会(SIGHAN/ACL),2016-2020 国际咨询委员会委员,亚太区语言、信息、计算系列会议 (International Steering Committee Member,Pacific Asia Series Conference on Language, Information and Computing),2015-2020 副理事长,新加坡中文与东方语言信息处理学会 (Vice President, COLIPS: The Chinese and Oriental Language Information Processing Society, Singapore),2011-2013 常务理事、执委会委员,亚洲自然语言处理联盟 (Executive Committee Member, AFNLP: The Asian Federation of Natural Language Processing),2013-2016 常务理事,机器翻译专委会主任委员,中国中文信息学会,2016-2020 理事,中国人工智能学会,2016-2019 理事长,苏州市计算机学会,2017-2021 主席,CCF 苏州,2018-2022 理事,中国计算机学会第十二届理事会,2020-2023 兼职教授(2005-),兼职博士生导师(2011-),哈尔滨工业大学 兼职教授(2019-),兼职博士生导师(2019-),上海交通大学 兼职博士生导师(2007-2016),新加坡国立大学 客座研究员(2018-),兼职博士生导师(2019-),中科院计算所 兼职教授(2016-),北京信息科技大学 信息领域国家重点实验室评估专家(2017年度) 国家自然科学基金委信息学部会评专家(2015-) 科技部重点研发计划会评专家(2018-) 国家奖函评专家(2020) 专家委员会委员,中国新一代人工智能产业技术创新战略联盟,2017- 学术委员会委员,大数据管理与分析方法研究北京市重点实验室(中国人民大学),2018- 学术委员会委员,教育部人工智能重点实验室(上海交通大学),2018- 学术委员会委员,海南省大数据和人工智能重点实验室(海南大学),2018- 学术委员会委员,江苏省计算机信息处理重点实验室(苏州大学),2018- 学术委员会委员,广州市非通用语种智能处理重点实验室(广东外语外贸大学),2019- 学术委员会委员,海南大学大数据和人工智能研究院,2018- 学术委员会委员,苏州大学人工智能研究院,2018- 项目顾问专家组成员,科技部重点研发计划项目“支持异构多链互通的新型跨链体系研究”(2020YFB1005600) 项目顾问专家组成员,科技部重点研发计划“新一代人工智能”重大项目“面向跨媒体内容管理的智能分析和推理”(2018AAA0102000)

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