严睿 - 中国人民大学 - 高瓴人工智能学院

个人简介

2020年加入中国人民大学高瓴人工智能学院，任长聘副教授。博士毕业于北京大学计算机科学技术系，2016年加入北京大学王选计算机技术研究所，任助理教授、研究员、博士生导师。入选北京智源人工智能研究院青年科学家，微软亚洲研究院铸星学者。至今共发表研究论文100余篇，累计引用4000余次，多次担任国际顶级学术会议的领域主席及资深程序委员会委员，曾多次受邀于国际顶级学术会议上宣讲讲习班教学报告(tutorial)。工作经历 2020/12 – 现在，中国人民大学高瓴人工智能学院，长聘副教授，博士生导师 2016/8 – 2020/11，北京大学王选计算机研究所，助理教授，研究员，博士生导师

研究领域

自然语言处理，信息检索，文本挖掘，机器学习, 人工智能对话系统（小米小爱同学，微软小冰，亚马逊Alexa，苹果Siri，阿里小蜜，等等）智能创作（故事写作，诗歌写作，新闻写作）文本生成长序列分析人工智能/自然语言处理应用（自然语言，深度学习，等等）

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

The Style-Content Duality of Attractiveness: Learning to Write Eye-Catching Headlines via Disentanglement Mingzhe Li, Xiuying Chen, Min Yang, Shen Gao, Dongyan Zhao and Rui Yan(*) In AAAI’21. Full paper. (CCF Rank A) Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension Xiuying Chen, Zhi Cui, Jiayi Zhang, Chen Wei, Jianwei Cui, Bin Wang, Dongyan Zhao and Rui Yan(*) In AAAI’21. Full paper. (CCF Rank A) Selection and Generation: Learning towards Multi-Product Advertisement Post Generation Zhangming Chan, Yuchi Zhang, Xiuying Chen, Shen Gao, Zhiqiang Zhang, Dongyan Zhao and Rui Yan In EMNLP'20. Full paper. Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce Juntao Li, Chang Liu, Jian Wang, Lidong Bing, Hongsong Li, Xiaozhong Liu, Dongyan Zhao and Rui Yan In AAAI'20. Full paper. (CCF Rank A) Draft and Edit: Automatic Storytelling Through Multi-Pass Hierarchical Conditional Variational Autoencoder Meng-Hsuan Yu, Juntao Li, Danyang Liu, Bo Tang, Haisong Zhang, Dongyan Zhao and Rui Yan(*) In AAAI'20. Full paper. (CCF Rank A) Low-Resource Knowledge-Grounded Dialogue Generation Xueliang Zhao, Wei Wu, Chongyang Tao, Can Xu, Dongyan Zhao and Rui Yan(*) In ICLR'20. Full paper. Context-to-Session Matching: Utilizing Whole Session for Response Selection in Information-Seeking Dialogue Systems Deep Chit-Chat: Deep Learning for ChatBo Zhenxin Fu, Shaobo Cui, Mingyue Shang, Feng Ji, Dongyan Zhao, Haiqing Chen and Rui Yan(*) In KDD'20. Full paper. (CCF Rank A) Creative and Artistic Writing via Text Generation Juntao Li and Rui Yan In AAAI'20. Tutorial. (CCF Rank A) Interview Choice Reveals Your Preference on the Market: To Improve Job-Resume Matching through Profiling Memorie Rui Yan, Ran Le, Yang Song, Tao Zhang, Xiangliang Zhang and Dongyan Zhao In KDD'19. Full paper. (CCF Rank A) Constrained Generation via Metropolis-Hastings Sampling Ning Miao, Hao Zhou, Lili Mou, Rui Yan and Lei Li In AAAI'19. Full paper. (CCF Rank A) Abstractive Text Summarization by Incorporating Reader Comments Shen Gao, Xiuying Chen, Piji Li, Zhaochun Ren, Lidong Bing, Dongyan Zhao and Rui Yan In AAAI'19. Full paper. (CCF Rank A) Semi-Supervised Text Style Transfer: Cross Projection in Latent Space Mingyue Shang, Piji Li, Zhenxin Fu, Lidong Bing, Dongyan Zhao, Shuming Shi and Rui Yan In EMNLP'19. Full paper. How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing Shen Gao, Xiuying Chen, Piji Li, Zhanming Chan, Dongyan Zhao and Rui Yan In EMNLP'19. Full paper. Plan-And-Write: Towards Better Automatic Storytelling Lili Yao, Nanyun Peng, Ralph Weischedel, Kevin Knight, Dongyan Zhao and Rui Yan(*) In AAAI'19. Full paper. (CCF Rank A) Insufficient Data Can Also Rock! Learning to Converse Using Smaller Data with Augmentation Juntao Li, Lisong Qiu, Bo Tang, Dongmin Chen, Dongyan Zhao and Rui Yan(*) In AAAI'19. Full paper. Are Training Samples Correlated? Learning to Generate Dialogue Responses with Multiple References Lisong Qiu, Juntao Li, Wei Bi, Dongyan Zhao and Rui Yan(*) In ACL'19. Full paper. EnsembleGAN: Adversarial Learning for Retrieval-Generation Ensemble Model on Short-Text Conversation Jiayi Zhang, Chongyang Tao, Zhenjing Xu, Qiaoqing Xie, Chen Wei and Rui Yan(*) In SIGIR'19. Full paper. (CCF Rank A) Deep Chit-Chat: Deep Learning for Chatbots Wei Wu and Rui Yan In WWW'19. Tutorial. (CCF Rank A) Creative and Artistic Writing via Text Generation Juntao Li and Rui Yan In IJCAI'19. Tutorial. (CCF Rank A) Deep Chit-Chat: Deep Learning for Chatbots Wei Wu and Rui Yan In SIGIR'19. Tutorial. (CCF Rank A) RUBER: An Unsupervised Method for Automatic Evaluation of Open-Domain Dialog Systems Chongyang Tao, Lili Mou, Dongyan Zhao and Rui Yan(*) In AAAI'18. Full paper. (CCF Rank A) Style Transfer in Text: Exploration and Evaluation Zhenxin Fu, Xiaoye Tan, Nanyun Peng, Dongyan Zhao and Rui Yan In AAAI'18. Full paper. (CCF Rank A) Smarter Response with Proactive Suggestion: A New Generative Neural Conversation Paradigm Rui Yan and Dongyan Zhao In IJCAI'18. Full paper. (CCF Rank A) Coupled Context Modeling for Deep Chit-Chat: Towards Conversations between Human and Computer Rui Yan and Dongyan Zhao In KDD'18. Full paper. (CCF Rank A) Deep Chit-Chat: Deep Learning for ChatBots Wei Wu and Rui Yan In EMNLP'18. Tutorial. Joint Learning of Response Ranking and Next Utterance Suggestion in Human-Computer Conversation System Rui Yan, Dongyan Zhao, and Weinan E In SIGIR'17. Full paper. (CCF Rank A) StalemateBreaker: A Proactive Content Introducing Approach for Automatic Human-Computer Conversation Xiang Li, Lili Mou, Rui Yan(*), and Ming Zhang In IJCAI'16. Full paper. (CCF Rank A) Chinese Couplet Generation with Neural Network Structure Rui Yan, Cheng-Te Li, Xiaohua Hu, and Ming Zhang In ACL'16. Full paper, 2016. (CCF Rank A)