导师介绍
姓名 冯洋 性别 女
联系方式 fengyang@ict.ac.cn 职称 副研究员
研究方向 自然语言处理，机器翻译，人机对话

个人介绍
简历:
冯洋，副研究员、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EMNLP、COLING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57年来国内唯一获奖，获得NLPCC 2019 “青年新锐奖”（目前共6人获奖），并入选人工智能学会首批杰出会员（共70人），多次在NIST、CWMT等国内外权威机器翻译评测中获得第一名，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

研究方向:
自然语言处理，机器翻译，人机对话

社会任职:


获奖及荣誉:
获计算所2019年度“卓越之星”
获ACL 2019最佳长文奖
获NLPCC 2019 “青年新锐奖”
入选人工智能学会首批杰出会员
入选计算所“新百星人才引进计划”

代表论著:
oLei Shen, Yang Feng*. 2020.CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation. In Proceedings ofACL 2020.
oYong Shan, Zekang Li, Jinchao Zhang, Fandong Meng, Yang Feng*, Cheng Niu, Jie Zhou. 2020.A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking. In Proceedings ofACL 2020.
oZekang Li, Zongjia Li, Jinchao Zhang, Yang Feng*, Cheng Niu, Jie Zhou. 2020.A Universal Multimodal Transformer for Video-Audio Scene-Aware DialogIn Proceedings ofAAAI 2020 DSTC8 Workshop.
oYang Feng, Wanying Xie, Shuhao Gu, Chenze Shao, Wen Zhang, Zhengxin Yang, Dong Yu. 2020.Modeling Fluency and Faithfulness for Diverse Neural Machine TranslationIn Proceedings ofAAAI 2020.
oChenze Shao, Jinchao Zhang, Yang Feng*, Fandong Meng and Jie Zhou. 2020.Minimizing the Bag-of-Ngrams Difference for Non-Autoregressive Neural Machine TranslationIn Proceedings ofAAAI 2020.
oZhengxin 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 ofEMNLP 2019.
oJie 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 ofNLPCC 2019.
oHaiyang Xue, Yang Feng*, Di You, Wen Zhang, Jingyu Li. 2019.Neural Machine Translation with Bilingual History Involved Attention. In Proceedings ofNLPCC 2019.
oShuhao Gu, Yang Feng*. 2019.Improving Multi-Head Attention with CapsuleNetworks. In Proceedings ofNLPCC 2019.
oWen Zhang, Yang Feng*, Fandong Meng, Di You, Qun Liu. 2019.Bridging the Gap between Training and Inference for Neural Machine Translation. In Proceedings ofACL 2019.
Winner of Best Long Paper Award
oChenze Shao, Yang Feng*, Jinchao Zhang, Fandong Meng, Xilin Chen, Jie Zhou. 2019.Retrieving Sequential Information for Non-Autoregressive Neural Machine Translation. In Proceedings ofACL 2019.
oLei Shen, Yang Feng*, Haolan Zhan. 2019.Modeling Semantic Relationship in Multi-turn Conversations withHierarchical Latent Variables. In Poceedings ofACL 2019.
oZekang Li, Cheng Niu, Fandong Meng, Yang Feng, Qian Li, Jie Zhou. 2019.Incremental Transformer with Deliberation Decoder for Document Grounded Conversations. In Proceedings ofACL 2019.
oShuhao Gu, Yang Feng*, Qun Liu. 2019.Improving Domain Adaptation Translation with Domain Invariant and Specific Information. In Proceedings ofNAACL 2019.
oWen Zhang, Liang Huang, Yang Feng, Lei Shen, Qun Liu. 2018.Speeding Up Neural Machine Translation Decoding by Cube Pruning. In Proceedings ofEMNLP 2018.
oChenze Shao, Yang Feng*, Xilin Chen. 2018.Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation. In Proceedings ofEMNLP 2018.
oWen Zhang, Jiawei Hu, Yang Feng*, Qun Liu. 2018.Refining Source Representations with Relation Networks for Neural Machine Translation. In Proceedings ofCOLING 2018.
oShuman Liu, Hongshen Chen, Zhaochun Ren, Yang Feng, Qun Liu, Dawei Yin. 2018.Knowledge Diffusion for Neural Dialogue Generation. In Proceedings ofACL 2018.

承担科研项目情况:

学科类别:
计算机应用
所属部门:
院智能信息处理重点实验室
专家类别:
副高
****入选时间:

百人入选时间:

其他备注:
博导计算机应用技术
其他备注2:

其他备注3: