冯洋  研究员  

研究员

研究方向:自然语言处理;机器翻译; 人机对话

所属部门:智能信息处理重点实验室

导师类别:博导计算机应用技术

联系方式:fengyang@ict.ac.cn

个人网页:http://people.ucas.edu.cn/~yangfeng?language=en

简       历:

冯洋,研究员、博士生导师,中科院计算所“新百星人才引进计划”入选者、2019年度“卓越之星”获得者、自然语言处理课题组负责人,主要研究方向为自然语言处理、机器翻译和人机对话。在中科院计算所获得博士学位后,先后在谢菲尔德大学和南加州大学信息科学研究所(USC/ISI)开展研究工作。担任ACLEMNLPCOLING等国内外会议领域共同主席、国际期刊《the Northern European Journal of Language Technology》编委,获得ACL 2019最佳长文奖,为ACL开办58年来国内唯一获奖,获得2020世界人工智能大会青年优秀论文奖、CCF自然语言处理专委会青年新锐奖,并入选人工智能学会首批杰出会员(共70人),多次在NISTCWMTDSTC等国内外权威机器翻译评测和人机对话比赛中获得第一名,作为项目负责人主持国家重点研发计划、国家自然科学基金面上项目等,与华为、腾讯、百度等公司开展合作研究,指导的学生获得中文信息学会最佳博士论文奖(目前共13人获奖)和腾讯犀牛鸟精英人才计划奖学金。

个人主页:http://people.ucas.edu.cn/~yangfeng?language=en 

主要论著:

Shuhao Gu, Yang Feng*. Investigating Catastrophic Forgetting During Continual Training for Neural Machine Translation. In Proceedings of COLING 2020. 

Shuhao Gu, Jinchao Zhang, Fandong Meng, Yang Feng*, Wanying Xie, Jie Zhou, Dong Yu. 2020. Token-level Adaptive Training for Neural Machine Translation. In Proceedings of EMNLP 2020. 

Xuanfu Wu, Yang Feng, Chenze Shao. Generating Diverse Translation from Model Distribution with Dropout. In Proceedings of EMNLP 2020. 

Lei Shen, Yang Feng*. 2020. CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation. In Proceedings of ACL 2020. 

Zekang Li, Zongjia Li, Jinchao Zhang, Yang Feng*, Cheng Niu, Jie Zhou. 2020. A Universal Multimodal Transformer for Video-Audio Scene-Aware Dialog In Proceedings of AAAI 2020 DSTC8 Workshop.  

Yang Feng, Wanying Xie, Shuhao Gu, Chenze Shao, Wen Zhang, Zhengxin Yang, Dong Yu. 2020. Modeling Fluency and Faithfulness for Diverse Neural Machine Translation In Proceedings of AAAI 2020.  

Chenze Shao, Jinchao Zhang, Yang Feng*, Fandong Meng and Jie Zhou. 2020. Minimizing the Bag-of-Ngrams Difference for Non-Autoregressive Neural Machine Translation In Proceedings of AAAI 2020. 

Zhengxin Yang, Jinchao Zhang, Fandong Meng, Shuhao Gu, Yang Feng* and Jie Zhou. 2019. Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level NMT . In Proceedings of EMNLP 2019.  

Jie Zhu, Shugen Wang, Yanru Wu, Meijing Guan, and Yang Feng. 2019. A New Algorithm for Component Decomposition and Type Recognition of Tibetan Syllable. In Proceedings of NLPCC 2019. 

Haiyang Xue, Yang Feng*, Di You, Wen Zhang, Jingyu Li. 2019. Neural Machine Translation with Bilingual History Involved Attention. In Proceedings of NLPCC 2019. 

Shuhao Gu, Yang Feng*. 2019. Improving Multi-Head Attention with CapsuleNetworks. In Proceedings of NLPCC 2019. 

Wen Zhang, Yang Feng*, Fandong Meng, Di You, Qun Liu. 2019. Bridging the Gap between Training and Inference for Neural Machine Translation. In Proceedings of ACL 2019.

Winner of Best Long Paper Award 

Chenze Shao, Yang Feng*, Jinchao Zhang, Fandong Meng, Xilin Chen, Jie Zhou. 2019. Retrieving Sequential Information for Non-Autoregressive Neural Machine Translation. In Proceedings of ACL 2019.  

Lei Shen, Yang Feng*, Haolan Zhan. 2019. Modeling Semantic Relationship in Multi-turn Conversations withHierarchical Latent Variables. In Poceedings of ACL 2019. 

Zekang Li, Cheng Niu, Fandong Meng, Yang Feng, Qian Li, Jie Zhou. 2019. Incremental Transformer with Deliberation Decoder for Document Grounded Conversations. In Proceedings of ACL 2019.  

Shuhao Gu, Yang Feng*, Qun Liu. 2019. Improving Domain Adaptation Translation with Domain Invariant and Specific Information. In Proceedings of NAACL 2019. 

Wen Zhang, Liang Huang, Yang Feng, Lei Shen, Qun Liu. 2018. Speeding Up Neural Machine Translation Decoding by Cube Pruning. In Proceedings of EMNLP 2018.  

Chenze Shao, Yang Feng*, Xilin Chen. 2018. Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation. In Proceedings of EMNLP 2018.  

Wen Zhang, Jiawei Hu, Yang Feng*, Qun Liu. 2018. Refining Source Representations with Relation Networks for Neural Machine Translation. In Proceedings of COLING 2018.  

Shuman Liu, Hongshen Chen, Zhaochun Ren, Yang Feng, Qun Liu, Dawei Yin. 2018. Knowledge Diffusion for Neural Dialogue Generation. In Proceedings of ACL 2018.

科研项目:

 

获奖及荣誉:

获世界人工智能大会青年优秀论文奖
获计算所2019年度“卓越之星”
获ACL 2019最佳长文奖
获CCF自然语言处理专委会“青年新锐奖”
2019年入选人工智能学会首批杰出会员
2017年入选计算所“新百星人才引进计划”