苏劲松 副教授、硕士生导师

个人介绍:

苏劲松,男,出生于1982年,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50余篇,包括CCF推荐列表论文30篇。目前主持国家自然科学面上基金,国家语委一般项目,福建省自然科学青年基金。担任CCF中文信息技术专委会委员和青工委常务委员,中文信息学会青工委委员,福建省人工智能学会理事,自然语言处理国际会议ACL, EMNLP, NAACL, IJCNLP, SCI期刊 Information Sciences, Science China Information Sciences, Neurocomputing, Softcomputing, Transactions on Asian and Low-Resource Language Information Processing, Frontiers of Information Technology & Electronic Engineering, China Comunication,中国科学,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:

2015级硕士 张飚

2016级硕士 杨静

2017级硕士 尹永竞 曾嘉莉

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》

2017-2019 国家语委一般项目课题《融入多层次语义结构的神经网络机器翻译模型研究与实现》

2017-2018 福建省信息处理与智能控制重点实验室开放课题《基于层次结构的神经网络机器翻译研究与实现》

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 苏州大学计算机信息处理技术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》

2015-2017 南京大学新技术软件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》结题

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》结题

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》结题

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, Zhenqiao Song, Yaojie Lu, Mu Xu, Changxing Wu, and Yidong Chen. Exploring Implicit Semantic Constraints for Bilingual Word Embeddings. To appear in Neural Processing Letters, 2018.

Xiangwen Zhang, Jinsong Su*, Yue Qin, Yang Liu, Rongrong Ji, and Hongji Wang. Asynchronous Bidirectional Decoding for Neural Machine Translation. To appear in Proceedings of AAAI 2018.

Jinsong Su, Shan Wu, Deyi Xiong, Yaojie Lu, Xianpei Han, and Biao Zhang. Variational Recurrent Neural Machine Translation. To appear in Proceedings of AAAI 2018.

Jinsong Su, Shan Wu, Biao Zhang, Changxing Wu, Yue Qin, Deyi Xiong. A Neural Generative Autoencoder for Bilingual Word Embeddings. Information Sciences, 2017.

Biao Zhang, Deyi Xiong, Jinsong Su*, Min Zhang. Learning Better Discourse Representation for Implicit Discourse Relation Recognition via Attention Networks. Neurocomputing, 2017.

Biao Zhang, Deyi Xiong, Jinsong Su*, Hong Duan. A Context-Aware Recurrent Encoder for Neural Machine Translation. IEEE/ACM Transactions on Audio, Speech and Language Processing, 2017.

Chenhan Lin, Fei Long, Junfeng Yao, M.T. Sun, Jinsong Su, Learning Spatiotemporal and Geometric Features with ISA for Video-based Facial Expression Recognition, In Proceedings of ICONIP 2017.

Fuhai Chen, Rongrong Ji, Jinsong Su, Donglin Cao, and Yue Gao. Predicting Microblog Sentiments via Weakly Supervised Multi-Modal Deep Learning. IEEE Transactions on Multimedia, 2017.

Yiyi Zhou, Rongrong Ji, Jinsong Su, Yongjian Wu, Yunsheng Wu. More Than An Answer: Neural Pivot Network for Visual Question Answering. In Proceedings of MM 2017.

Fuhai Chen, Rongrong Ji, Jinsong Su, Yongjian Wu, Yunsheng Wu. StructCap: Structured Semantic Embedding for Image Captioning. In Proceedings of MM 2017.

Changxing Wu, Xiaodong Shi, Yidong Chen, Jinsong Su,Boli Wang. Improving Implicit Discourse Relation Recognition with Discourse-specific Word Embeddings, ACL 2017.

Changxing Wu, Xiaodong Shi, Yidong Chen, Yanzhou Huang, Jinsong Su. Leveraging Bilingually-constrained Synthetic Data via Multi-task Neural Networks for Implicit Discourse Relation Recognition, Neurocomputing, 2017.

ChangxingWu, Xiaodong Shi, Jinsong Su, Yidong Chen and Yanzhou Huang. Co-training for Implicit Discourse Relation Recognition Based on Manual and Distributed Features. Neural Processing Letters, 2017.

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