Meishan Zhang(张梅山)

English
黑龙江大学，副教授
Contact: mason.zms (at) gmail.com

研究兴趣

情感分析，意见挖掘
分词，词性标注
依存分析，短语句法分析
机器学习(特别是深度学习)
中文语义

教育经历

2010.03--2014.10, 哈工大社会计算与信息检索研究中心, 计算机科学与技术, 博士学位博士论文：中文词法句法语义联合模型研究
2005.09--2008.07, 中国科学院研究生院计算机科学与技术硕士学位
2000.09--2004.07, 中国地质大学(武汉)、物理学学士学位

工作经历

2014.11 -- 2015.11, 新加坡科技设计大学博士后，指导老师张岳
2012.12 -- 2013.03, 新加坡科技设计大学访问学者，指导老师张岳
2009.12 -- 2010.02, 百度软件工程师 (实习生)
2008.05 -- 2009.10, Insigma，软件工程师(微软语音项目团队)

轻量级深度学习库

论文指导

潘达
余南

论文

ACL

2017

Meishan Zhang, Yue Zhang, Guohong Fu. End-to-End Neural Relation Extraction with Global Optimization. In Proceedings of the EMNLP 2017.
Meishan Zhang, Guohong Fu, Nan Yu. Segmenting Chinese Microtext: Joint Informal-Word Detection and Segmentation with Neural Networks. In Proceedings of the IJCAI 2017.
Fei Li, Meishan Zhang, Bo Tian, Bo Chen, Guohong Fu, Donghong Ji Recognizing irregular entities in biomedical text via deep neural networks. Pattern Recognition Letters. 2017.
Fei Li, Meishan Zhang, Guohong Fu, Donghong Ji. A neural joint model for entity and relation extraction from biomedical text. BMC Bioinformatics.
Fei Li, Meishan Zhang, Guohong Fu, Donghong Ji. A Neural Joint Model for Extracting Bacteria and Their Locations. In Proceedings of the PAKDD 2016.
Zhenghua Li, Jiayuan Chao, Min Zhang, Wenliang Chen, Meishan Zhang, Guohong Fu. Coupled POS Tagging on Heterogeneous Annotations. IEEE/ACM Trans. Audio, Speech and Language Processing 25(3): 557-571 (2017)

2016

Meishan Zhang, Yue Zhang, Guohong Fu. Tweet Sarcasm Detection Using Deep Neural Network. In Proceedings of the COLING 2016. 2016.12.
Duyu Tang, Meishan Zhang. Sentiment Analysis with Neural Networks. In Proceedings of the CCL 2016, Tutorials. 2016.10. slides by Duyu Tang and slides by Meishan Zhang
Meishan Zhang, Yue Zhang, Guohong Fu. Transition-Based Neural Word Segmentation. In Proceedings of the ACL 2016. 2016.08. code
Fei Li, Yue Zhang, Meishan Zhang, Donghong Ji. Joint Models for Extracting Adverse Drug Events from Biomedical Text. In Proceedings of the IJCAI 2016. code
Meishan Zhang, Jie Yang, Zhiyang Teng, Yue Zhang. LibN3L:A Lightweight Package for Neural NLP. In Proceedings of the LREC 2016. resources
Meishan Zhang, Yue Zhang, Duy Tin Vo. Gated Neural Networks for Targeted Sentiment Analysis. In Proceedings of the AAAI 2016. 2016.02. resources
Yafeng Ren, Yue Zhang, Meishan Zhang, Donghong Ji. Improving Twitter Sentiment Classification Using Topic-Enriched Multi-Prototype Word Embeddings. In Proceedings of the AAAI 2016. 2016.02. code
Yafeng Ren, Yue Zhang, Meishan Zhang, Donghong Ji. Context-Sensitive Twitter Sentiment Classification Using Neural Network. In Proceedings of the AAAI 2016. 2016.02. code
Likun Qiu, Yue Zhang, Meishan Zhang. Dependency Tree Representations of Predicate-Argument Structures. In Proceedings of the AAAI 2016. 2016.02.

2015

Meishan Zhang, Yue Zhang. Combining Discrete and Continuous Features for Deterministic Transition-based Dependency Parsing In Proceedings of the EMNLP 2015. 2015.09, pp 1316--1321, Lisbon, Portugal. resources
Meishan Zhang, Yue Zhang, Duy Tin Vo. Neural Networks for Open Domain Targeted Sentiment In Proceedings of the EMNLP 2015. 2015.09, pp 612--621, Lisbon, Portugal. resources
Tao Qian, Yue Zhang, Meishan Zhang, Donghong Ji. A Transition-based Model for Joint Segmentation, POS-tagging and Normalization In Proceedings of the EMNLP 2015. 2015.09, pp 1837--1846, Lisbon, Portugal.
Rui Sun, Yue Zhang, Meishan Zhang, Donghong Ji. Event-Driven Headline Generation In Proceedings of the ACL 2015. 2015.07, pp 462--472, Beijing, China

2014

Meishan Zhang, Wanxiang Che, Yanqiu Shao, Ting Liu. Jointly or Separately: Which is Better for Parsing Heterogeneous Dependencies? In Proceedings of the 25th International Conference on Computational Linguistics (COLING 2014). 2014.08, pp. 530-540, Dublin, Ireland. code
Yue Zhang, Meishan Zhang, Ting Liu. Syntactic Processing Using Global Discriminative Learning and Beam-Search Decoding. Tutorial In Proceedings of the 52th Annual Meeting of the Association for Computational Linguistics (ACL 2014). 2014.06. Baltimore, Maryland.
Meishan Zhang, Yue Zhang, Wanxiang Che, Ting Liu. Character-Level Chinese Dependency Parsing. In Proceedings of the 52th Annual Meeting of the Association for Computational Linguistics (ACL 2014). 2014.06, pp. 1326-1336, Baltimore, USA. resources.
Meishan Zhang, Yue Zhang, Wanxiang Che, Ting Liu. A Semantics Oriented Grammar for Chinese Treebanking. In Proceedings of 15th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing). 2014.04, pp. 366-378 (LNCS 8403). Kathmandu, Nepal.
Meishan Zhang, Yue Zhang, Wanxiang Che, Ting Liu. Type-Supervised Domain Adaptation for Joint Segmentation and POS-Tagging. In Proceedings of the 14th Conference of the European Chapter of the ACL (EACL 2014). 2014.04, pp. 588-597， Gothenburg, Sweden.data.

2013

Meishan Zhang, Yue Zhang, Wanxiang Che, Ting Liu. Chinese Parsing Exploiting Characters. In Proceedings of the 51th Annual Meeting of the Association for Computational Linguistics (ACL 2013). 2013.08. Sofia, Bulgaria. slides, resources.

2012

Meishan Zhang, Wanxiang Che, Ting Liu, Zhenghua Li. Stacking Heterogeneous Joint Models of Chinese POS Tagging and Dependency Parsing. In Proceedings of the 24th International Conference on Computational Linguistics (COLING 2012). 2012.12, pp. 3071-3088. Mumbai, India
Yijia Liu, Meishan Zhang, Wanxiang Che, Ting Liu, Yihe Deng. Micro blogs Oriented Word Segmentation System. In Proceedings of the Second CIPS-SIGHAN Joint Conference on Chinese Language Processing. 2012
Meishan Zhang, Wanxiang Che, Ting Liu. Multiple TreeBanks Integration for Chinese Phrase Structure Grammar Parsing Using Bagging. In Proceedings of the Second CIPS-SIGHAN Joint Conference on Chinese Language Processing. 2012
Meishan Zhang, Wanxiang Che, Yanqiu Shao, Ting Liu. Improve Chinese Semantic Dependency Parsing via Syntactic Dependency Parsing. In Proceedings of International Conference on Asian Language Processing 2012 (IALP 2012)
Wanxiang Che, Meishan Zhang, Yanqiu Shao, Ting Liu. SemEval-2012 Task 5: Chinese Semantic Dependency Parsing. The First Joint Conference on Lexical and Computational Semantics(SemEval2012). 2012.06, pp385--393.
Meishan Zhang, Wanxiang Che, Yijia Liu, Zhenghua Li, Ting Liu. HIT dependency parsing: Bootstrap aggregating heterogeneous parsers.. In Notes of the First Workshop on Syntactic Analysis of Non-Canonical Language (SANCL). 2012.06.
Meishan Zhang, Zhilong Deng, Wanxiang Che, Ting Liu. 统计与词典相结合的领域自适应中文分词. 中文信息处理. 2012, 26 (2) : 8-12 (中文)

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