Jinsong Su Associate professor, Master supervisor

Introduction:

JinsongSu, Associate Professor in Software School, Xiamen University; received his PhD in Computer Science from the Institute of Computing Technology, China; research areas include natural language processing and social computing; published more than 30 research papers recently of which many were in famous conferences such as ACL/IJCAI/EMNLP/COLING.

Education and Experience:
2014/08-Present, Soft School of Xiamen University, Associate Professor
2011/07-2014/07, Soft School of Xiamen University, Assistant Professor
2007/09-2011/06, Chinese Academy of Sciences,Institute of Computing Technology, Doctor
2004/09-2007/06, Xiamen University,Software School,Master
2002/09-2004/06, Xiamen University,Software School,Bachelor
1999/09-2002/06, Xiamen University, Mathematical Department,Bachelor/Change Major to Software Engineering

Academic Services:
PC member: ACL/EMNLP/NAACL,
Reviewer: Information Sciences, Neurocomputing, Softcomputing, Transactions on Asian and Low-Resource Language Information Processing, Frontiers of Information Technology & Electronic Engineering, China Communication, Chinese Journal of Computers, IEEE/CAA Journal of Automatica Sinica

Direction:

Natural language processing, social computing

Student:

Biao Zhang, Master student
       Jing Yang, Master student

Project:

(1) Principal Investigator, Research on Multi-level Text Embedding Representation Learning for Machine Translation, 2017-2020, National Science Foundation of China.
(2) Principal Investigator,  Research on Discourse Relation Recognition Based on Multi-view Learning,2016-2019, National Science Foundation of Fujian Province.
(3) Principal Investigator, Research on Discourse Argument Recognition Based on Hierarchical Recurrent Neural Network, 2016-2018, Research Fund of the Key Laboratory for Intelligence Information Processing in the Institute of Computing Technology of the Chinese Academy of Sciences.
(4) Principal Investigator,  Research on Discourse Relation Recognition Based on Neural Network, 2016-2018, Research Fund of the Provincial Key Laboratory for Computer Information Processing Technology in Soochow University.
(5) Principal Investigator,  Research and Implementation of Chinese-Tibetan Statistical Machine Translation Based on Bilingual Correspondence Recursive Autoencoders, 2015-2016, CCF Opening Project ofChinese Information Processing.
(6) Principal Investigator,  Research and Implementation of Graph-based Statistical Machine Translation Model, 2015-2017, Research fund of the StateKey Laboratory for Novel Software Technology inNanjing University.
(7) Principal Investigator,  Research on Topic Model Based Pivot Language Approach for StatisticalMachine Translation, 2013-2016, National Science Foundation of China.
(8) Principal Investigator,  Research on Statitical Machine Translation with Paraphrase Knowledge, 2012-2015, Research Fund for the DoctoralProgram of Higher Education of China.

Paper:

Jinsong Su, Zhixing Tan, Deyi Xiong, Rongrong Ji, Xiaodong Shi, Yang Liu*. Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation. In Proceedings of AAAI 2017.

Biao Zhang, Deyi Xiong, Jinsong Su*. BattRAE: Bidimensional Attention-Based Recursive Autoencoders for Learning Bilingual Phrase Embeddings. In Proceedings of AAAI 2017.

Jinsong Su, Biao Zhang, Deyi Xiong*, Ruochen Li, Jianmin Yin. Convolution-Enhanced Bilingual Recursive Neural Network for Bilingual Semantic Modeling. In Proceedings of COLING 2016.

Biao Zhang, Deyi Xiong*, Jinsong Su, Hong Duan, Min Zhang. Bilingual Autoencoders with Global Descriptors for Modeling Parallel Sentences. In Proceedings of COLING 2016.

Biao Zhang, Deyi Xiong*, Jinsong Su, Hong Duan, Min Zhang. Variational Neural Machine Translation. In Proceedings of EMNLP 2016.

Biao Zhang, Deyi Xiong*, Jinsong Su, Qun Liu, Rongrong Ji, Hong Duan, Min Zhang. Variational Neural Discourse Relation Recognizer. In Proceedings of EMNLP 2016.

Changxing Wu, Xiaodong Shi*, Yidong Chen, Yanzhou Huang, Jinsong Su.Bilingually-constrained Synthetic Data for Implicit Discourse Relation Recognition. In Proceedings of EMNLP 2016.

Shujian Huang, Huifeng Sun, Chengqi Zhao, Jinsong Su, Xinyu Dai*, Jiajun Chen. Tree-state based Rule Selection Models for Hierarchical Phrase-based Machine Translation. In Proceedings of IJCAI 2016.

Yanzhou Huang, Xiaodong Shi*, Jinsong Su, Yidong Chen, Guimin Huang. Unsupervised word sense induction using rival penalized competitive learning. Engineering Applications of Artificial Intelligence, 2015.

Biao Zhang, Jinsong Su*, Deyi Xiong, Yaojie Lu, Hong Duan, Junfeng Yao. Shallow Convolutional Neural Network for Implicit Discourse Relation Recognition. In Proceedings of EMNLP 2015.

Jinsong Su, Deyi Xiong*, Biao Zhang, Yang Liu, Junfeng Yao, Min Zhang. Bilingual Correspondence Recursive Autoencoder for Statistical Machine Translation. In Proceedings of EMNLP 2015.

Jinsong Su, Deyi Xiong*, Shujian Huang, Xianpei Han, Junfeng Yao. Graph-based Collective Lexical Selection for Statistical Machine Translation. In Proceedings of EMNLP 2015.

Biao Zhang, Jinsong Su*, Deyi Xiong, Hong Duan, Junfeng Yao. Discriminative Reordering Model Adaptation via Structural Learning. In Proceedings of IJCAI 2015.

Jinsong Su, Deyi Xiong*, Yang Liu, Xianpei Han, Hongyu Lin, Junfeng Yao, Min Zhang. A Context-Aware Topic Model for Statistical Machine Translation. In Proceedings of ACL 2015.

Kaixu Zhang*, Jinsong Su, Changle Zhou. 2014. Regularized Structured Perceptron: A Case Study on Chinese Word Segmentation, POS Tagging and Parsing. In Proceedings of EACL 2014.

Heng Yu*, Jinsong Su, Yajuan lv, Qun Liu. 2013. A Topic-Triggered Language Model for Statistical Machine Translation. In Proceedings of IJCNLP 2013.

Jinsong Su*, Hua Wu, Haifeng Wang, Yidong Chen, Xiaodong Shi, Huailin Dong and Qun Liu. 2012. Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information. In Proceedings of ACL 2012.

Jinsong Su*, Yang Liu, Yajuan Lv, Haitao Mi and Qun Liu. 2010. Learning Lexicalized Reordering Models from Reordering Graphs. In Proceedings of ACL 2010.

Jinsong Su*, Yang Liu, Haitao Mi, Hongmei Zhao, Yajuan lv and Qun Liu. 2010. Dependency-Based Bracketing Transduction Grammar for Statistical Machine Translation. In Proceedings of COLING 2010.

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厦门大学 厦门大学软件学院 厦门大学智能与科学系 厦门大学信息科学学院 厦门大学模式分析与机器智能研究中心