苏劲松 教授、博士生导师

个人介绍:

苏劲松,男,厦门大学信息学院软件工程系教授,博士生导师。2011年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,机器翻译,文本生成。共发表CCF-A/B论文60余篇,获得2020年钱伟长中文信息处理科学技术奖—汉王青年创新奖,2020年福建省杰出青年基金资助。

小组常年招收本科生,硕士生(包括外校)加入课题组,请附简历邮件(jssu@xmu.edu.cn)联系!


学术兼职:

中文信息学会青年工作委员会委员

中文信息学会机器翻译专业委员会委员

CCF中文信息处理青年工作委员会委员

CCF中文信息处理专委会专业委员

福建省人工智能学会理事

国家自然科学基金通信评审专家

自然语言处理国际会议EMNLP2019、2020领域共同主席

自然语言处理国际会议NLPCC2018、2020领域共同主席

人工智能国际会议AAAI2021高级程序委员

人工智能国际会议IJCAI2021高级程序委员

自然语言处理国际会议ACL2021领域共同主席

长期担任ACL、AAAI、IJCAI、EMNLP等权威国际会议,T-PAMI、T-IS、T-NNLS、T-ASLP、T-FS等30余个权威期刊审稿人


研究方向:

自然语言处理,机器翻译,文本生成

指导学生:

2015级硕士研究生:

          张飚   (2017年国家奖学金,2018年百度奖学金,为至今获奖唯一硕士同学,2018年度福建省优 秀硕士学位论文,发表CCF-A类4篇,CCF-B类12篇,CCF-C类2篇,2018.2-2018.8 百度实习,现爱丁堡大学全奖攻读博士学位)
2016级硕士研究生:

          杨静   (发表CCF-C类1篇,现就职于中国人民解放军战略支援部队)

          张祥文  (与王鸿吉老师共同指导,入选2018年腾讯犀牛鸟精英研究生计划,发表CCF-A类2篇,CCF-A类中文期刊1篇,2018.10-2019.4 腾讯实习;现就职于腾讯)
2017级硕士研究生:

          尹永竞  (发表CCF-A类3篇,CCF-B类1篇,CCF-C类1篇,2019.2-2020.8 腾讯微信实习,现西湖大学攻读博士学位)

          曾嘉莉  (2018年国家奖学金,入选2019年腾讯犀牛鸟精英研究生计划,2019年腾讯犀牛鸟精英研究生计划三等奖学金,2020年厦门大学吴宣恭奖学金,发表CCF-A类2篇,CCF-B类4篇,2019.2-2019.5 清华实习,2019.6-2020.5 腾讯实习,现就职于腾讯大咖)

          林倩    (与张海英老师共同指导,发表CCF-C类1篇,CCF-B类中文期刊1篇,2019.2-2019.8 小米实习,现就职于华为研究院)

2018级硕士研究生:

          陈骏轩  (2019.9-2020.8小米实习,就职于拼多多)

          陆紫耀  (目前发表CCF-A类1篇,2019.9-2020.8 小米实习,就职于腾讯SSP)

2019级硕士研究生:

          刘鑫   (与张海英老师共同指导,2020年华为奖学金,目前发表CCF-A类2篇,2019.2-2019.8百度实习,2020.10- 阿里巴巴达摩院实习)  

          周楚伦  (与王鸿吉老师共同指导,2020年华为奖学金,入选2020年腾讯犀牛鸟精英研究生计划,目前发表CCF-A类1篇,2019.2-2019.8百度实习;2020.9-至今 腾讯微信实习)  

          林欢   (2020年华为奖学金,目前发表CCF-A类1篇,2019.2-2019.8 腾讯微信实习,2020.10-至今 阿里巴巴达摩院实习)

2020级博士研究生:

          王志豪  (与姚俊峰老师共同指导)

2020级硕士研究生:

          蒋辉   (与吴清强老师共同指导,目前发表CCF-B类1篇)

          李彤   (与郑旭玲老师共同指导)

          王安特  (目前发表CCF-A类1篇)

          赖少鹏  (目前发表CCF-B类1篇)


2010级本科生:

         郭天佑 保送中科院计算所,现就职于阿里
2011级本科生:

         赵程绮 保送南京大学,现就职于字节跳动
         林鸿宇 发表CCF-A类1篇,保送中科院软件所直博,现中科院软件所助理研究员

         张飚 发表CCF-A类1篇,保送厦门大学,现爱丁堡大学读博

         李璇 保送清华大学直博
2012级本科生:

         陆垚杰 保送中科院软件所直博

         陈明 保送浙江大学,现就职于华为

         张祥文 保送厦门大学,现就职于腾讯

         杨静 保送厦门大学,现就职于中国人民解放军战略支援部队

         黄锐泓 保送清华大学直博

2013级本科生:

         吴杉 发表CCF-A类1篇,CCF-B类1篇,保送中科院软件所直博

         宋珍巧 发表CCF-C类1篇,保送复旦大学,现就职于字节跳动

         游小钰 保送复旦大学直博

         汪然 保送南京大学直博

         孔昊 现就职于阿里巴巴

         尹永竞 保送厦门大学,现西湖大学读博

         林倩 保送厦门大学,现就职于华为研究院

         曾嘉莉 保送厦门大学,现就职于腾讯

         许牧 就读于加州大学圣芭芭拉分校 现就职于Facebook

         李若尘 就读于斯图加特大学

2014级本科生:

         唐家龙 发表CCF-A类2篇,CCF-C类1篇,保送中科院软件所直博

         卢宇 保送中科院自动化所直博

         薛梦鸽 发表CCF-A类1篇,保送中科院信工所

         刘常健 保送哈工大深圳研究生院

         蔡伟明 保送南京大学

         陈锦昌 保送厦门大学

         陆紫耀 保送厦门大学

         陈骏轩 保送厦门大学

         林泽辉 就读于复旦大学

         秦悦 就读于印第安纳大学伯明顿分校

2015级本科生:

         刘庆 保送中科院软件所

         刘鑫 保送厦门大学

         周楚伦 保送厦门大学

         林欢 保送厦门大学

2016级本科生:

         辛春蕾 保送中科院软件所直博

         赖少鹏 保送厦门大学

         王安特 发表CCF-A类1篇,保送厦门大学 

         蒋辉 保送厦门大学

2017级本科生:

         何少杰 保送中科院软件所

         曹志伟 保送厦门大学

         谢彬彬 发表CCF-A类1篇,保送厦门大学

         董怡帆 保送厦门大学

         康立言 保送厦门大学


 

 

发表论文:

[108] Yongjing Yin, Shaopeng Lai, Linfeng Song, Chulun Zhou, Xianpei Han, Junfeng Yao, Jinsong Su*. 2020. An External Knowledge Enhanced Graph-based Neural Network for Sentence Ordering. Journal of Artificial Intelligence Research. (CCF B类,JCR-3区)


[107] Yiyi Zhou, Rongrong Ji, Xiaoshuai Sun, Gen Luo, Xiaopeng Hong, Jinsong Su, Xinghao Ding, Ling Shao. 2020. K-armed Bandit based Multi-Modal Network Architecture Search for Visual Question Answering. In Proceedings of ACMMM2020. (CCF A类)


[106] Gen Luo, Rongrong Ji, Yiyi Zhou, Xiaoshuai Sun, Jinsong Su, Chia-Wen Lin, Qi Tian. 2020. Cascade Grouped Attention Network for Referring Expression Segmentation. In Proceedings of ACMMM2020. (CCF A类)


[105] Huan Lin, Fandong Meng, Jinsong Su*, Yongjing Yin, Zhengyuan Yang, Yubin Ge, Jie Zhou and Jiebo Luo. 2020. Dynamic Context-guided Capsule Network for Multimodal Machine Translation. In Proceedings of ACMMM2020, Oral. (CCF A类)


[104] Junxuan Chen, Xiang Li, Jiarui Zhang, Chulun Zhou, Jianwei Cui, Bin Wang, and Jinsong Su*. 2020. Modeling Discourse Structure for Document-level Neural Machine Translation. In Proceedings of AutoSimTrans2020.


[103] Xin Liu, Kai Liu, Jinsong Su*, Yubin Ge, Xiang Li, Bin Wang, and Jiebo Luo. 2020. An Iterative Multi-Source Mutual Knowledge Transfer Framework for Machine Reading Comprehension. In Proceedings of IJCAI2020. (CCF A类) 


[102] Yongjing Yin, Fandong Meng, Jinsong Su*, Chulun Zhou, Zhengyuan Yang, Jie Zhou and Jiebo Luo. 2020. A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation. In Proceedings of ACL2020. (CCF A类)


[101] Chulun Zhou, Liangyu Chen, Jiachen Liu, Xinyan Xiao, Jinsong Su*, Sheng Guo and Hua Wu. 2020. Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer. In Proceedings of ACL2020. (CCF A类)


[100] Linfeng Song, Ante Wang, Jinsong Su*, Yue Zhang, Kun Xu, Yubin Ge and Dong Yu. 2020. Structural Information Preserving for Graph-to-Text Generation. In Proceedings of ACL2020. (CCF A类)


[99] Changxing Wu, Chaowen Hu, Ruochen Li, Hongyu Lin, Jinsong Su*. 2020. Hierarchical Multi-task Learning with CRF for Implicit Discourse Relation Recognition. Knowledge-Based Systems. (CCF C类,JCR 2区)

[98] Qian Lin,Jing Yang,Xiangwen Zhang, Hongji Wang, Yaojie Lu, Jinsong Su*. 2020. Semantically Smooth Bilingual Phrase Embeddings Based on Recursive Autoencoders. Neural Processing Letters. (CCF C类,JCR 3区)

[97] Biao Zhang, Deyi Xiong, Jun Xie and Jinsong Su*. 2020. Neural Machine Translation with GRU-Gated Attention Model. IEEE Transactions on Neural Networks and Learning Systems. (CCF B类,JCR 1区)

[96] Yiyi Zhou, Rongrong Ji*, Xiaoshuai Sun, Jinsong Su, Deyu Meng, Yue Gao and Chunhua Shen. 2020. Plenty Is Plague: Fine-Grained Learning for Visual Question Answering. IEEE Transactions on Pattern Analysis and Machine Intelligence. (CCF A类,JCR 1区).

[95] Jiali Zeng+, Linfeng Song+, Jinsong Su*, Xie Jun, Wei Song and Jiebo Luo. 2020. Neural Simile Recognition with Cyclic Multitask Learning and Local Attention. In Proceedings of AAAI2020. (CCF A类).

[94] Yongjing Yin, Fandong Meng, Jinsong Su*, Yubin Ge, Linfeng Song, Jie Zhou and Jiebo Luo. 2020. Enhancing Pointer Network for Sentence Ordering with Pairwise Ordering Predictions. In Proceedings of AAAI2020. (CCF A类).

[93] Kai Liu+, Xin Liu+, An Yang, Jing Liu, Jinsong Su, Sujian Li and Qiaoqiao She. 2020. A Robust Adversarial Training Approach to Machine Reading Comprehension. In Proceedings of AAAI2020. (CCF A类).

[92] Jinsong Su+, Jiali Zeng+, Jun Xie, Huating Wen, Yongjing Yin and Yang Liu*. 2019. Exploring Discriminative Word-Level Domain Contexts for Multi-domain Neural Machine Translation. IEEE Transactions on Pattern Analysis and Machine Intelligence. (CCF A类,JCR 1区).

[91] Biao Zhang, Deyi Xiong, Jinsong Su* and Jiebo Luo. 2019. Future-Aware Knowledge Distillation for Neural Machine Translation. IEEE/ACM Transactions on Audio, Speech and Language Processing. (CCF B类,JCR 3区)

[90] Changxing Wu, Jinsong Su, Yidong Chen, and Xiaodong Shi. 2019. Boosting Implicit Discourse Relation Recognition with Connective-based Word Embeddings. Neurocomputing. (CCF C类,JCR 2区)

[89] Jinsong Su, Xiangwen Zhang, Qian Lin, Yue Qin, Junfeng Yao and Yang Liu*. 2019. Exploiting Reverse Target-Side Contexts for Neural Machine Translation via Asynchronous Bidirectional Decoding. Artificial Intelligence. (CCF A类,JCR 2区)

[88] Mingxuan Wang, Jun Xie, Zhixing Tan, Jinsong Su, Deyi Xiong, Lei Li. Towards Linear Time Neural Machine Translation with Capsule Networks. In Proceedings of EMNLP2019. (CCF B类)

[87] Linfeng Song, Yue Zhang, Daniel Gildea, Mo Yu, Zhiguo Wang and Jinsong Su. 2019. Leveraging Dependency Forest for Neural Medical Relation Extraction. In Proceedings of EMNLP2019. (CCF B类)

[86] Jiali Zeng, Yang Liu, Jinsong Su*, Yubing Ge, Yaojie Lu, Yongjing Yin and Jiebo Luo. 2019. Iterative Dual Domain Adaptation for Neural Machine Translation. In Proceedings of EMNLP2019. (CCF B类)

[85] Songyang Zhang, Jinsong Su and Jiebo Luo. 2019. Exploiting Temporal Relationships in Video Moment Localization with Natural Language. In Proceedings of ACMMM 2019. (CCF A类)

[84] Jinsong Su, Jialong Tang, Ziyao Lu, Xianpei Han, Haiying Zhang*. 2019. A Neural Image Captioning Model with Caption-to-Images Semantic Constructor. Neurocomputing. (CCF C类,JCR 2区)

[83] Yongjing Yin+, Linfeng Song+, Jinsong Su*, Jiali Zeng, Chulun Zhou, Jiebo Luo. 2019. Graph-based Neural Sentence Ordering. In Proceedings of IJCAI2019. (CCF A类)

[82] Mengge Xue, Weiming Cai, Jinsong Su*, Linfeng Song, Yubin Ge, Yubao Liu, Bin Wang. 2019. Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning. In Proceedings of IJCAI2019. (CCF A类)

[81] Jialong Tang+, Ziyao Lu+, Jinsong Su*, Yubin Ge, Linfeng Song, Le Sun and Jiebo Luo. 2019. Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis. In Proceedings of ACL2019. (CCF A类)

[80] 林倩,刘庆,苏劲松*,林欢,杨静,罗斌. 神经网络机器翻译研究热点与前沿趋势分析. 中文信息学报. (CCF B类中文期刊)

[79] Yongjing Yin, Jiali Zeng, Hongji Wang, Keqing Wu, Bin Luo, and Jinsong Su*. 2019. A Lexical Resource-Constrained Topic Model for Word Relatedness. IEEE Access. (JCR 2区)

[78] Jun Peng, Yiyi Zhou, Xiaoshuai Sun, Jinsong Su, Rongrong Ji*. 2019. Towards Cross-Modality Topic Modeling via Deep Topical Correlation Analysis. In Proceedings of ICASSP2019. (CCF B类)

[77] Yiyi Zhou, Rongrong Ji*, Jinsong Su and Jiaquan Yao. 2019. Uncovering Media Bias via Social Network Learning. ACM Transaction on Intelligent Systems and Technology. (JCR 2区)

[76] Jun Peng, Yiyi Zhou*, Xiaoshuai Sun, Jinsong Su and Rongrong Ji. 2019. Social Media based Topic Modeling for Smart Campus: A Deep Topical Correlation Analysis Method. IEEE Access. (JCR 2区)

[75] Linfeng Song, Daniel Gildea, Yue Zhang, Zhiguo Wang, Jinsong Su. 2019. Semantic Neural Machine Translation using AMR. Transactions of the Association for Computational Linguistics. (CCF B类)

[74] Yongjing Yin, Jinsong Su*, Jiali Zeng, Huating Wen, Yang Liu, Yidong Chen. 2019. POS Tag-Enhanced Coarse-to-Fine Attention for Neural Machine Translation. ACM Transactions on Asian Language Information Processing. (CCF C类)

[73] Yiyi Zhou, Rongrong Ji*, Jinsong Su, Xiaoshuai Sun, Weiqiu Chen. 2019. Dynamic Capsule Attention for Visual Question Answering. In Proceedings of AAAI 2019. (CCF A类)

[72] Yiyi Zhou, Rongrong Ji*, Jinsong Su, Xiangming Li, Xiaoshuai Sun. 2019.Free VQA models from Knowledge Inertia by Pairwise Inconformity Learning. In Proceedings of AAAI 2019. (CCF A类)

[71] 林倩,文华婷,杨静,刘鑫,林欢,王鸿吉*,苏劲松. 2019. 中文词语内部层次结构标注语料库的建立. 厦门大学学报.

[70] Biao Zhang, Deyi Xiong, Jinsong Su*. 2018. Neural Machine Translation with Deep Attention. IEEE Transactions on Pattern Analysis and Machine Intelligence. (CCF A类,JCR 1区)

[69] Biao Zhang, Deyi Xiong, Jinsong Su*, Yue Qin. 2018. Alignment-Supervised Bidimensional Attention-Based Recursive Autoencoders for Bilingual Phrase Representation. IEEE Transactions on Cybernetics. (CCF B类,JCR 1区) 


[68] Jiali Zeng, Jinsong Su*, Huating Wen, Yang Liu, Jun Xie, Yongjing Yin, Jianqiang Zhao. 2018. Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination. In Proceedings of EMNLP 2018. (CCF B类)

[67] Biao Zhang, Deyi Xiong, Jinsong Su*, Qian Lin, Huiji Zhang. 2018. Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks. In Proceedings of EMNLP 2018. (CCF B类)

[66] 张祥文,陆紫耀,杨静,林倩,卢宇,王鸿吉,苏劲松*. 2018. 基于带权词格的循环神经网络句子语义表示建模,计算机研究与发展,第4期,第854至865页(CCF-A类中文期刊)


[65] Mingxuan Wang, Jun Xie, Zhixing Tan, Jinsong Su, Deyi Xiong, Chao Bian. 2018. Neural Machine Translation with Decoding-History Enhanced Attention. In Proceedings of COLING 2018. (CCF B类)


[64] Junyang Lin, Xu Sun*, Xuancheng Ren, Shuming Ma, Jinsong Su, Qi Su. 2018. Deconvolution-Based Global Decoding for Neural Machine Translation. In Proceedings of COLING 2018. (CCF B类)

[63] Jing Yang, Biao Zhang, Yue Qin, Xiangwen Zhang, Qian Lin, Jinsong Su*. 2018. Otem&Utem: Over- and Under-Translation Evaluation Metric for NMT. In Proceedings of NLPCC 2018, pages 291-302.

[62] Zhiwei Ruan, Jinsong Su, Deyi Xiong, Rongrong Ji*. 2018. Context-Aware Phrase Representation for Statistical Machine Translation. In Proceedings of PRICAI 2018. (CCF C类)

[61] Zongyue Liu, Fuhai Chen, Jinsong Su, Chen Shen, Rongrong Ji*. 2018. Topic-guided Automatical Human-simulated Tweeting System. In Proceedings of PRICAI 2018. (CCF C类)

[60] Yongxuan Lai, Fan Yang, Jinsong Su*, Qifeng Zhou, Tian Wang, Lu Zhang, Yifan Xu. 2018. Fog-Based Two-Phase Event Monitoring and Data Gathering in Vehicular Sensor Networks. Sensors. (JCR 3区)

[59] Yaojie Lu, Mu Xu, Changxing Wu, Deyi Xiong, Hongji Wang, Jinsong Su*. 2018. Cross-lingual Implicit Discourse Relation Recognition with Co-Training. Frontiers of Information Technology & Electronic Engineering. (SCI检索)

[58] Jinsong Su, Biao Zhang, Deyi Xiong*, Yang Liu, Min Zhang. 2018. Alignment-consistent Recursive Neural Networks for Bilingual Phrase Embeddings. Knowledge-Based Systems. (CCF C类,JCR 2区)


[57] Biao Zhang, Deyi Xiong, Jinsong Su*. 2018. Accelerating Neural Transformer via an Average Attention Network. In Proceedings of ACL 2018. (CCF A类)

[56] Fuhai Chen, Rongrong Ji*, Xiaoshuai Sun, Yongjian Wu, Jinsong Su. 2018. GroupCap: Group-based Image Captioning with Structured Relevance and Diversity Constraints. In Proceedings of CVPR 2018. (CCF A类)

[55] Zhixing Tan, Jinsong Su, Boli Wang, Yidong Chen, Xiaodong Shi*. 2018. Lattice-to-sequence attentional Neural Machine Translation Models. Neurocomputing, 2018, 284 (2018) 138–147. (CCF C类,JCR 2区)

[54] Jinsong Su+, Jiali Zeng+, Deyi Xiong*, Yang Liu, Mingxuan Wang, Jun Xie. 2018. A Hierarchy-to-Sequence Attentional Neural Machine Translation Model. IEEE/ACM Transactions on Audio, Speech and Language Processing. (CCF B类,JCR 3区)

[53] Jinsong Su, Zhenqiao Song, Yaojie Lu, Mu Xu, Changxing Wu, Yidong Chen*. 2018. Exploring Implicit Semantic Constraints for Bilingual Word Embeddings. Neural Processing Letters. (CCF C类,JCR 3区)

[52] Xiangwen Zhang, Jinsong Su*, Yue Qin, Yang Liu, Rongrong Ji, Hongji Wang. 2018. Asynchronous Bidirectional Decoding for Neural Machine Translation. In Proceedings of AAAI 2018. (CCF A类)

[51] Jinsong Su, Shan Wu, Deyi Xiong*, Yaojie Lu, Xianpei Han, Biao Zhang. 2018. Variational Recurrent Neural Machine Translation. In Proceedings of AAAI 2018. (CCF A类)

[50] Jinsong Su, Shan Wu, Biao Zhang, Changxing Wu, Yue Qin, Deyi Xiong*. 2018. A Neural Generative Autoencoder for Bilingual Word Embeddings. Information Sciences. (CCF B类,JCR 2区)

[49] Biao Zhang, Deyi Xiong, Jinsong Su*, Min Zhang. 2018. Learning Better Discourse Representation for Implicit Discourse Relation Recognition via Attention Networks. Neurocomputing. (CCF C类,JCR 2区)

[48] Biao Zhang, Deyi Xiong, Jinsong Su*, Hong Duan. 2017. A Context-Aware Recurrent Encoder for Neural Machine Translation. IEEE/ACM Transactions on Audio, Speech and Language Processing. (CCF B类, JCR 3区)

[47] Chenhan Lin, Fei Long*, Junfeng Yao, M.T. Sun, Jinsong Su. 2017. Learning Spatiotemporal and Geometric Features with ISA for Video-based Facial Expression Recognition. In Proceedings of ICONIP 2017, pages 435-444. (CCF C类).

[46] Fuhai Chen, Rongrong Ji*, Jinsong Su, Donglin Cao, Yue Gao. 2017. Predicting Microblog Sentiments via Weakly Supervised Multi-Modal Deep Learning. IEEE Transactions on Multimedia. (CCF B类)

[45] Yiyi Zhou, Rongrong Ji*, Jinsong Su, Yongjian Wu, Yunsheng Wu. 2017. More Than An Answer: Neural Pivot Network for Visual Question Answering. In Proceedings of MM 2017. (CCF A类)

[44] Fuhai Chen, Rongrong Ji*, Jinsong Su, Yongjian Wu, Yunsheng Wu. 2017. StructCap: Structured Semantic Embedding for Image Captioning. In Proceedings of MM 2017. (CCF A类)

[43] Changxing Wu, Xiaodong Shi*, Yidong Chen, Jinsong Su,Boli Wang. 2017. Improving Implicit Discourse Relation Recognition with Discourse-specific Word Embeddings, In Proceedings of ACL 2017, pages 269-274. (CCF A类)

[42] Changxing Wu, Xiaodong Shi*, Yidong Chen, Yanzhou Huang, Jinsong Su. 2017. Leveraging Bilingually-constrained Synthetic Data via Multi-task Neural Networks for Implicit Discourse Relation Recognition, Neurocomputing, 2017, doi: 10.1016/j.neucom.2017.02.084 (CCF C类,JCR 2区)

[41] Changxing Wu, Xiaodong Shi*, Jinsong Su, Yidong Chen, Yanzhou Huang. 2017. Co-training for Implicit Discourse Relation Recognition Based on Manual and Distributed Features. Neural Processing Letters, 2017, DOI: 10.1007/s11063-017-9582-x (CCF C类,JCR 3区)

[40] Jinsong Su, Zhihao Wang, Qingqiang Wu, Junfeng Yao, Fei Long, Haiying Zhang*. 2017. A Topic-triggered Translation Model for Statistical Machine Translation. Chinese Journal of Electronics, 2017, 26(1): 65-72. (SCI检索)

[39] Jinsong Su, Zhixing Tan, Deyi Xiong, Rongrong Ji, Xiaodong Shi, Yang Liu*. 2017. Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation. In Proceedings of AAAI 2017, pages 3302-3308. (CCF A类)

[38] Biao Zhang, Deyi Xiong, Jinsong Su*. 2017. BattRAE: Bidimensional Attention-Based Recursive Autoencoders for Learning Bilingual Phrase Embeddings. In Proceedings of AAAI 2017, pages 3372-3378. (CCF A类)

[37] 罗斌*,唐红艳,王志豪,秦悦,苏劲松. 2017. 基于图的微博广告文本识别,厦门大学学报,第56卷,第5期,第724至728页。

[36] 王博立,史晓东*,苏劲松. 2016. 一种基于循环神经网络的古文断句方法. In Proceedings of NLPCC 2016.

[35 Jinsong Su, Biao Zhang, Deyi Xiong*, Ruochen Li, Jianmin Yin. 2016. Convolution-Enhanced Bilingual Recursive Neural Network for Bilingual Semantic Modeling. In Proceedings of COLING 2016, pages 3071-3081. (CCF B类)

[34] Biao Zhang, Deyi Xiong*, Jinsong Su, Hong Duan, Min Zhang. 2016. Bilingual Autoencoders with Global Descriptors for Modeling Parallel Sentences. In Proceedings of COLING 2016, pages 2548-2558. (CCF B类)

[33] Biao Zhang, Deyi Xiong*, Jinsong Su, Hong Duan, Min Zhang. 2016. Variational Neural Machine Translation. In Proceedings of EMNLP 2016, pages 521-530. (CCF B类)

[32] Biao Zhang, Deyi Xiong*, Jinsong Su, Qun Liu, Rongrong Ji, Hong Duan, Min Zhang. 2016. Variational Neural Discourse Relation Recognizer. In Proceedings of EMNLP 2016, pages 382-391. (CCF B类)

[31] Changxing Wu, Xiaodong Shi, Yidong Chen, Yanzhou Huang, Jinsong Su. 2016. Bilingually-constrained Synthetic Data for Implicit Discourse Relation Recognition. In Proceedings of EMNLP 2016, pages 2306-2312. (CCF B类)

[30] Shujian Huang, Huifeng Sun, Chengqi Zhao, Jinsong Su, Xinyu Dai, Jiajun Chen. 2016. Tree-state based Rule Selection Models for Hierarchical Phrase-based Machine Translation. In Proceedings of IJCAI 2016, pages 2817-2823. (CCF A类)

[29] Biao Zhang, Jinsong Su*, Deyi Xiong, Yaojie Lu, Hong Duan, Junfeng Yao. 2015. Shallow Convolutional Neural Network for Implicit Discourse Relation Recognition. In Proceedings of EMNLP 2015, pages 2230-2235. (CCF B类)

[28] Jinsong Su, Deyi Xiong*, Biao Zhang, Yang Liu, Junfeng Yao, Min Zhang. 2015. Bilingual Correspondence Recursive Autoencoder for Statistical Machine Translation. In Proceedings of EMNLP 2015, pages 1248-1258. (CCF B类)

[27] Jinsong Su,Deyi Xiong*, Shujian Huang, Xianpei Han, Junfeng Yao. 2015. Graph-based Collective Lexical Selection for Statistical Machine Translation. In Proceedings of EMNLP 2015, pages 1238-1247. (CCF B类)

[26] Biao Zhang, Jinsong Su*,Deyi Xiong, Hong Duan, Junfeng Yao. 2015. Discriminative Reordering Model Adaptation via Structural Learning. In Proceedings of IJCAI 2015, pages 1040-1046. (CCF A类)

[25] Jinsong Su, Deyi Xiong*, Yang Liu, Xianpei Han, Hongyu Lin, Junfeng Yao, Min Zhang. 2015. A Context-Aware Topic Model for Statistical Machine Translation. In Proceedings of ACL 2015, pages 229-238. (CCF A类)

[24] 罗凌, 陈毅东, 史晓东, 苏劲松. 2015. 基于复述技术的汉语成语翻译方法研究. 中文信息学报,第29卷,第4期,第166至174页。(CCF B类中文期刊)

[23] Yanzhou Huang, Xiaodong Shi*, Jinsong Su, Yidong Chen, Guimin Huang. 2015. Unsupervised Word Sense Induction using Rival Penalized Competitive Learning. Engineering Applications of Artificial Intelligence, pages 166-174.(CCF C类,SCI检索,JCR 3区 WOS:000353739800014)

[22] 苏劲松,董槐林,陈毅东,史晓东,吴清强*. 2014. 引入基于主题复述知识的统计机器翻译模型,浙江大学学报,第48卷,第10期,第1843至1849页。(EI检索 20144800253504)

[21] Jinsong Su*, Yang Liu, Qun Liu, Huailin Dong. 2014. Graph-based Lexicalized Reordering Models for Statistical Machine Translation, China Communications, 2014, 11(5), pages 71-82. (SCI检索WOS:000338087300008)

[20] 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, pages 164-173, (EI: 20143318064972)

[19] Jinsong Su*, Xiaodong Shi, Yan-zhou Huang, Yang Liu, Qing-qiang Wu, Yidong Chen, Huailin Dong. 2014. Topic-aware Pivot Language Approach for Statistical Machine Translation. Journal of Zhejiang University - Science C, 15(4), pages 241-253. (SCI检索 WOS:000334522500001)

[18] 何钟豪*, 苏劲松, 史晓东, 陈毅东, 黄研洲. 2014. 引入集成学习的最大熵短语调序模型, 中文信息学报, 第28卷,第1期,第87至93页。(CCF B类中文期刊)

[17] 胡金铭*,史晓东,苏劲松,陈毅东. 2013. 引入复述技术的统计机器翻译研究综述, 智能系统学报,第3期,第199至207页。(CCF C类中文期刊)

[16] Kaixu Zhang*, Jinsong Su, Changle Zhou. 2013. Improving Chinese Word Segmentation Using Partially Annotated Sentences. In Proceedings of CCL 2013, pages 1-12.

[15] Heng Yu*, Jinsong Su, Yajuan lv, Qun Liu. 2013. A Topic-Triggered Language Model for Statistical Machine Translation. In Proceedings of IJCNLP 2013, pages 447-454.

[14] Miao Yu*, Yajuan Lv, Qun Liu, Jinsong Su, Hao Xiong. 2012. Chinese Named Entity Recognition and Disambiguation Based on Wikipedia. In Proceedings of NLPCC 2012, pages 272-283.

[13] Jinsong Su*, Hua Wu, Haifeng Wang, Yidong Chen, Xiaodong Shi, Huailin Dong, Qun Liu. 2012. Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information. In Proceedings of ACL 2012, pages 459-468. (CCF A类)

[12] Jinsong Su*, Qun Liu, Huailin Dong, Yidong Chen, Xiaodong Shi. 2012. An Approach to N-Gram Language Model Evaluation in Phrase-Based Statistical Machine Translation. In Proceedings of IALP 2012.

[11] 于淼*,李贤华,苏劲松,吕雅娟. 2012. 规则和统计相结合的中文地址翻译方法,中文信息学报,第26卷,第3期,第49至53页。(CCF B类中文期刊)

[10] 苏劲松*,刘群,吕雅娟. 2011. 一种考虑对齐不一致的短语翻译概率估计方法,中文信息学报,第25卷,第3期,第118至122页。(CCF B类中文期刊)

[9] Tian Xia, Shandian Zhe, Jinsong Su, Qun Liu. 2011. Conditional Random Fields for Machine Translation System Combination. International Journal. of Asian Language Processing, 21(3), pages 83-94.

[8] Xinyan Xiao, Jinsong Su, Yang Liu, Qun Liu, Shouxun Lin. 2011. An Orientation Model for Hierarchical Phrase-Based Translation. In Proceedings of IALP 2011.

[7] 李贤华*,于淼,苏劲松,吕雅娟. 2011. 题录信息的机器翻译方法,中文信息学报,第25卷,第2期,第49至54页。(CCF B类中文期刊)

[6] Jinsong Su*, Yang Liu, Yajuan Lv, Haitao Mi and Qun Liu. 2010. Learning Lexicalized Reordering Models from Reordering Graphs. In Proceedings of ACL 2010, pages 12-16. (CCF A类)

[5] 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, pages 1185-1193. (CCF B类)


[4] 曹杰*,吕雅娟,苏劲松,刘群. 2010. 利用上下文信息的统计机器翻译领域自适应,中文信息学报,第10卷,第6期,第50至56页。(CCF B类中文期刊)


[3] 苏劲松*,吕雅娟,刘群. 2009. 一种基于短语搭配和高频骨干词的层次短语约束抽取方法,中文信息学报,第3卷,第118至122页。(CCF B类中文期刊)


[2] 苏劲松*,周昌乐,蒋旻隽. 2007. 一种基于逆转算子的求解 TSP 问题的改进演化算法,计算机技术与发展,第17卷,第7期,第94至97页。(CCF C类中文期刊)


[1] 苏劲松*,周昌乐,李翼宏. 2007. 基于统计抽词和格律的全宋词切分语料库建立,中文信息学报,第21卷,第2期,第52至57页。(CCF B类中文期刊)




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