苏劲松 副教授、硕士生导师

个人介绍:

苏劲松,男,出生于1982年11月,现厦门大学软件学院副教授。2011年7月毕业于中国科学院计算技术研究所,获得工学博士学位。主要研究方向是自然语言处理,社会计算。近年来共发表学术论文30余篇,包括ACL/IJCAI/EMNLP/COLING等知名会议论文。目前主持国家自然科学面上基金,国家自然科学青年基金,国家重点实验室开放课题,CCF开放课题各1项。担任中文信息学会青年工作委员会委员,自然语言处理国际会议EMNLP,NAACL,SCI期刊 Information Sciences, Neurocomputing, Softcomputing, Transactions on Asian and Low-Resource Language Information Processing, Frontiers of Information Technology & Electronic Engineering, China Comunication,一级学报自动化学报,计算机学报审稿人

研究方向:

自然语言处理,社会计算

指导学生:

张飚 2015级硕士(与段鸿副教授共同指导)

科研项目:

2017-2020 国家自然科学面上基金课题 《面向机器翻译的多层次语义表示研究》
2016-2019 福建省自然科学青年基金课题《基于多视角学习的篇章句间语义关系识别研究》
2016-2018 省重点实验室开放课题《基于神经网络的篇章句间语义关系识别研究》
2015-2016 CCF中文信息技术开放课题《基于双语对应自编码器的汉藏统计机器翻译模型研究与实现》
2015-2017 国家重点实验室开放课题《基于图的统计机器翻译模型研究与实现》
2013-2016 国家自然科学青年基金课题 《基于主题模型的枢轴语言统计机器翻译研究》
2012-2015 教育部博士点新教师类基金课题 《引入复述知识的统计机器翻译研究》结题
 

发表论文:

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.

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