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张岳博士

     Yue Zhang, Ph. D. 

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“很高兴能够加入西湖大学朝气蓬勃的研究队伍,在这个浓厚的学术氛围中工作。"

 

 实验室主页:frcchang.github.io


一、个人简介

张岳,2003年毕业于清华大学计算机科学专业,获得学士学位;2006年毕业于牛津大学计算机科学专业,获得硕士学位;2009年毕业于牛津大学计算机科学专业,获得博士学位。2010年3月-2012年6月在剑桥大学计算机科学专业从事博士后研究,2012年7月-2018年8月在新加坡科技与设计大学担任助理教授。2018年9月全职加入西湖大学,担任终身副教授。


二、学术成果

张岳博士主要的研究领域为自然语言处理、文本挖掘、机器学习、人工智能。

1.中英文基础自然语言处理中的词法、句法及语义表示,分析。

2.信息抽取中的实体、关系、事件以及情感抽取。

3.金融领域、生物医药领域以及文学领域的文本挖掘。

4.自然语言生成及其在文本总结与机器翻译中的应用。

 

三、代表论文

1. Yue Zhang and Jie Yang. Chinese NER Using Lattice LSTM. In Proceedings of ACL 2018

2. Yue Zhang, Qi Liu and Linfeng Song. Sentence-State LSTM for Text Representation. In Proceedings of ACL 2018

3. Jiangming Liu, Yue Zhang. 2017. In-Order Transition-based  Constituent Parsing. In Transactions of the Association of Computational Linguistics (TACL).

4. Jie Yang, Yue Zhang, Fei Dong. Neural Word Segmentation with Rich Pretraining. In   Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017). Vancouver, Canada, July.

5. Ching-Yun Chang, Yue Zhang, Zhiyang Teng, Zahn Bozanic, Bin Ke. Measuring the Information Content of Financial News. In Proceedings of the 2016 International Conference on Computational      Linguistics (Coling). Osaka, Japan, December.

6. Duy-Tin Vo and Yue Zhang. Target-dependent Twitter Sentiment Classification with Rich Automatic Features. In Proceedings of IJCAI 2015, Buenos Aires, Argentina, July.

7Fei Dong and Yue Zhang. Automatic Features for Essay Scoring -- An Empirical Study. In Proceeddings of EMNLP 2016. Austin, Texas, USA, November. 

8. Hao Zhou, Yue Zhang, Shujian Huang and Jiajun Chen. A Neural Probabilistic Structured-Prediction Model fo Transition-based Dependency Parsing. In Proceedings of ACL 2015, Beijing, China, July.

9. Yue Zhang and Stephen Clark. 2015. Syntax-based word ordering using learning-guided search. In Computational Linguistics 41(3). September. Pages 503 – 538.

10. Yue Zhang, Kai Song, Linfeng Song, Jingbo Zhu and Qun Liu. Syntactic SMT Using a Discriminative Text Generation Model. In Proceedings of EMNLP 2014. Doha, Qatar, October.

11. Ji Ma, Yue Zhang and Jingbo Zhu. Tagging The Web: Building A Robust Web Tagger with      Neural Network. In Proceedings of ACL 2014. Baltimore, USA, June. 

12. Meishan Zhang, Yue Zhang, Wanxiang Che and Ting Liu. Chinese Parsing Exploiting Characters. In proceedings of ACL 2013. Sophia, Bulgaria. August.

13. Muhua Zhu, Yue Zhang, Wenliang Chen, Min Zhang and Jingbo Zhu. Fast and Accurate Shift-Reduce Constituent Parsing. In proceedings of ACL 2013. Sophia, Bulgaria. August.

14. Yue Zhang, Graeme Blackwood and Stephen Clark. Syntax-Based Word Ordering Incorporating a Large-Scale Language Model. In proceedings of EACL 2012. Avignon, France. April.

15. Yue Zhang and Joakim Nivre. Analyzing the Effect of Global Learning and  Beam-Search for Transition-Based Dependency Parsing. In proceedings of COLING 2012, posters. Mumbai, India. December. 

16. Yue Zhang and Joakim Nivre. Transition-Based Dependency Parsing with Rich Non-Local Features. In proceedings of ACL 2011, short papers. Portland, USA. June.

17. Yue Zhang and Stephen Clark. 2011. Syntactic Processing Using the Generalized Perceptron and Beam Search. In Computational Linguistics 37(1). March. Pages 105 – 151.

18. Yue Zhang, Byung-Gyu Ahn, Stephen Clark, Curt Van Wyk, James R. Curran and Laura Rimell. Chart Pruning for Fast Lexicalised-Grammar Parsing. In proceedings of COLING 2010. Beijing, China. August.

19. Yue Zhang and Stephen Clark. Transition-Based Parsing of the Chinese Treebank Using  a Global Discriminative Model. In proceedings of IWPT 2009. Paris, France. October.

20. Yue Zhang and Stephen Clark. A Tale of Two Parsers: Investigating and Combining  Graph-Based And transition-Based Dependency Parsing Using Beam-search.In proceedings of EMNLP 2008. Hawaii, USA. October.

21. Yue Zhang and Stephen Clark. Chinese Segmentation Using a Word-Based Perceptron Algorithm. In proceedings of ACL 2007.  Prague, Czech Republic. June.

 

四、联系方式

电子邮箱:zhangyue@westlake.edu.cn