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师资队伍

师资队伍

宋睿华 长聘副教授
本科、硕士就读于清华大学计算机科学与技术系,博士就读于上海交通大学计算机系。2003年加入微软亚洲研究院,从事信息检索与挖掘,推荐和文本生成的研究。她提出的网页分块及重要性预测获得国际万维网会议WWW 2004的最佳论文提名。她提出的从不同网站抽取主体内容的通用方法,是微软浏览器IE 11之后的阅读功能的核心。2017年5月,湛庐文化出版了人类史上第一本人工智能诗集《阳光失了玻璃窗》,其中所有的诗歌正是由她主导研发的算法生成。她随后加入微软小冰,任首席科学家直至2020年7月。2020年9月,宋博士加入中国人民大学高瓴人工智能学院,任长聘副教授。她近期的研究兴趣包括人工智能的文本创作、自然语言的多模态理解和多模态对话系统。宋睿华博士是具有国际影响力的科学家,在国际会议和期刊上已发表了学术论文80余篇,拥有50余个国际专利。她担任着多个国际一流会议(SIGIR, CIKM, EMNLP等)的领域主席、资深评审和评审,国际期刊(Information Retrieval Journal和Foundations and Trends in Information Retrieval)的编委。2021年她将担任SIGIR短文的主席。

个人主页:

详细资料

工作经历:

2020年9月~,中国人民大学高瓴人工智能学院,长聘副教授

2017年7月~2020年8月,微软(亚洲)互联网工程院,微软小冰首席科学家

2003年4月~2017年7月,微软亚洲研究院,主管研究员

教育经历:

2006年9月~2010年12月,上海交通大学计算机系,获得博士学位,导师:俞勇、洪小文 教授

2000年9月~2003年3月,清华大学计算机科学与技术系,获得硕士学位,导师:马少平 教授

1996年9月~2000年7月,清华大学计算机科学与技术系,获得学士学位

讲授课程:

《人工智能》

学术服务

(1)为下列国际期刊服务:

Editorial board of Information Retrieval Journal

Editorial board of Foundations and Trends in Information Retrieval

(2)作为主席、领域主席、资深评审或评审,为下列会议服务:

ACM SIGIR Conference on Information Retrieval (2007, 2008, 2009, 2016-2020)

Annual Meeting of the Association for Computational Linguistics (2020)

ACM International Conference on Web Search and Data Mining: (2015, 2017-2019)

VLDB: International Conference on Very Large Data Bases (2016)

IJCAI International Joint Conference on Artificial Intelligence (2016)

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (2008-2019)

Conference on Empirical Methods in Natural Language Processing (2019-2020)

European Conference on Information Retrieval (2008 and 2009)

ICDM: IEEE International Conference on Data Mining (2014)

NTCIR (NII Test Collection for IR Systems) (2008, 2010, and 2012)

EVIA (2013 and 2014)

CAAI GAITC (Global Artificial Intelligence Technology Conference) (2018 and 2019)

(3)作为会员,为下列学会服务:

Member of CCF

Senior Member of ACM

Senior Member of IEEE

获奖情况:

2019年,论文《“Love is as Complex as Math”: Metaphor Generation System for Social Chatbot》获得第二十届汉语语汇语义国际研讨会CLSW 2019颁发的优秀论文奖。

2017年,代表少女诗人小冰团队,参加中央电视台和中国科学院联合制作的首档聚焦人工智能技术的节目《机智过人》,并获得“机智先锋项目”。

2012年,论文《The Reusability of a Diversified Search Test Collection》获得亚洲信息检索会议AIRS 2012的最佳论文奖

2004年,论文《Learning Block Importance Models for Web Pages》获得国际万维网会议WWW 2004颁发的最佳论文提名奖

科研成果:

(一) Artificial Intelligence

1、Lisong Qiu, Ying Wai Shiu, Pingping Lin, Ruihua Song, Yue Liu, Dongyan Zhao and Rui Yan.What If Bots Feel Moods? Towards Controllable Retrieval-based Dialogue Systems with Emotion-Aware Transition Networks. To appear in Proceedings of ACM SIGIR 2020, 2020

2、Yutao Zhu, Ruihua Song, Zhicheng Dou, Jian-Yun NIE and Jin Zhou.ScriptWriter: Narrative-Guided Script Generation. To appear in Proceedings of ACL 2020, 2020

3、Zhaohao Zeng, Ruihua Song, Pingping Lin, Tetsuya Sakai.Attitude Detection for One-Round Conversation: Jointly Extracting Target-Polarity Pairs. JIP 27: 742-751, 2019

4、Shizhe Chen, Bei Liu, Jianlong Fu, Ruihua Song, Qin Jin, Pingping Lin, Xiaoyu Qi, Chunting Wang, and Jin Zhou.Neural Storyboard Artist: Visualizing Stories with Coherent Image Sequences. In Proceedings of ACM Multimedia 2019, 2019

5、Chao-Chung Wu, Ruihua Song, Tetsuya Sakai, Wen-Feng Cheng, Xing Xie, and Shou-De Lin.Evaluating Image-Inspired Poetry Generation.In Proceedings of NLPCC 2019, 2019

6、Zhongxia Chen, Ruihua Song, Xing Xie, Jian-Yun Nie, Xiting Wang, Fuzheng Zhang, and Enhong Chen. Neural Response Generation with Relevant Emotions for Short Text Conversation.In Proceedings ofNLPCC 2019, 2019

7、Guoshuai Zhao, Hao Fu, Ruihua Song, Tetsuya Sakai, Zhongxia Chen, Xing Xie, and Xueming Qian.Personalized Reason Generation for Explainable Song Recommendation. ACM Transactions on Intelligent Systems and Technology (TIST) 10(4), 2019

8、Zhaohao Zeng, Pingping Lin, Ruihua Song, and Tetsuya Sakai.Attitude Detection for One-Round Conversation: jointly Extracting Target-Polarity Pairs.In Proceedings of WSDM2019, 2019

9、Xiaoyu Qi, Ruihua Song, Chunting Wang, Jin Zhou, and Tetsuya Sakai.Composing a Picture Book by Automatic Story Understanding and Visualization.In Proceedings of ACL Storytelling Workshop 2019, 2019

10、Songwei Ge, Curtis Xuan, Ruihua Song, Chao Zou, Wei Liu, and Jin Zhou. From Text to Sound: a Preliminary Study on Retrieving Sound Effects to Radio Stories. In Proceedings of SIGIR'19, 2019.

11、Danning Zheng, Ruihua Song, Tianran Hu, Hao Fu, and Jin Zhou.“Love is as Complex as Math”: Metaphor Generation System for Social Chatbot. In Proceedings of the 20th Chinese Lexical Semantic Workshop (CLSW 2019),Outstanding Paper Award, 2019.

12、Guoshuai Zhao, Hao Fu, Ruihua Song, Tetsuya Sakai, Xing Xie, and Xueming Qian.Why You Should Listen to This Song: Reason Generation for Explainable Recommendation. In Proceedings of ICDM Workshops 2018, 2018.

13、Wen-Feng Cheng, Chao-Chung Wu, Ruihua Song, Jianlong Fu, Xing Xie, and Jian-Yun Nie.Image Inspired Poetry Generation in XiaoIce. arXiv preprint arXiv:1808.03090. 2018

(二) Social and Mobile Computing

1、Kazutoshi Umemoto,Ruihua Song,Jian-Yun Nie,Xing Xie,Katsumi Tanaka,Yong Rui:

Search by Screenshots for Universal Article Clipping in Mobile Apps.ACM Transaction on Information Systems(TOIS).35(4):34:1-34:29, 2017.

2、Tianran Hu,Ruihua Song,Maya Abtahian,Philip Ding,Xing Xie,Jiebo Luo:

A World of Difference: Divergent Word Interpretations Among People.ICWSM2017:548-551, 2017

3、Chenyi Zhuang,Nicholas Jing Yuan,Ruihua Song,Xing Xie,Qiang Ma:

Understanding People Lifestyles: Construction of Urban Movement Knowledge Graph from GPS Trajectory.In Proceedings of IJCAI2017:3616-3623, 2017.

4、Tianran Hu, Ruihua Song, Yingzi Wang, Xing Xie, and Jiebo Luo.Mining Shopping Patterns for Divergent Urban Regions by Incorporating Mobility Data. In Proceedings of CIKM'16, 2016.

5、Ruihua Song, Kazutoshi Umemoto, Jian-Yun Nie, Xing Xie, Katsumi Tanaka, Yong Rui.UniClip: Leveraging Web Search for Universal Clipping of Articles on Mobile.Data Science and Engineering 1 (2), 101-113, 2016

6、Zhongxia Chen, Ruihua Song, and Xing Xie.Microsoft Research Asia at NTCIR-12 STC Task.In Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies (NTCIR-12), 2016

7、Zhou Zhao, Ruihua Song, Xing Xie, Xiaofei He, Yueting Zhuang.Mobile Query Recommendation via Tensor Function Learning.In Proceedings of the 24th International Conference on Artificial Intelligence (AAAI'15), 2015

(三) Web Information Retrieval

1、Ji-Rong Wen,Zhicheng Dou,Ruihua Song:Personalized Web Search.Encyclopedia of Database Systems (2nd edition),2018.

2、Ruihua Song, Dingquan Wang, Jian-Yun Nie, Ji-Rong Wen, and Yong Yu.Enhancing Web Search with Queries of Equivalent Intents. Information Retrieval Journal 19(6), 573-593, 2016.

3、Zhicheng Dou, Zhengbao Jiang, Sha Hu, Ji-Rong Wen, Ruihua Song.Automatically Mining Facets for Queries from Their Search Results.IEEE Transactions on Knowledge and Data Engineering 28 (2), 385-397, 2016

4、Tetsuya Sakai and Ruihua Song.Diversified Search Evaluation: Lessons from the NTCIR-9 INTENT Task. Information Retrieval Journal 16(4), 2013.

5、Qinglei Wang, Yanan Qian, Ruihua Song, Zhicheng Dou, Fan Zhang, Tetsuya Sakai, and Qinghua Zheng.Mining Subtopics from Text Fragments for a Web Query. In Information Retrieval Journal 16(4), 2013.

6、Yang Liu, Ruihua Song, Yu Chen, Jian-Yun Nie, and Ji-Rong Wen. Adaptive Query Suggestion for Difficult Queries. In Proceedings of SIGIR2012, 2012.

7、Zhongrui Ma, Yu Chen, Ruihua Song, Tetsuya Sakai, Jiaheng Lu, and Ji-Rong Wen. New Assessment Criteria for Query Suggestion. In Proceedings of SIGIR2012 (short paper), 2012.

8、Tetsuya Sakai and Ruihua Song. Diversified Search Evaluation: Lessons from the NTCIR-9 INTENT Task. Information Retrieval, 2012.

9、Tetsuya Sakai, Zhicheng Dou, Ruihua Song, and Noriko Kando. The Reusability of a Diversified Search Test Collection. In Proceedings of AIRS2012, Best Paper Award, 2012.

10、Ruihua Song, Min Zhang, Tetsuya Skai, Makoto P. Kato, Yiqun Liu, Miho Sugimoto, Qinglei Wang, and Naoki Orii. Overview of the NTCIR-9 INTENT Task. In Proceedings of NTCIR-9, 2011.

11、Zhicheng Dou, Sha Hu, Yulong Luo, Ruihua Song, and Ji-Rong Wen. Finding Dimensions for Queries. In Proceedings of CIKM2011, 2011.

12、Tetsuya Sakai and Ruihua Song. Evaluating Diversified Search Results Using Per-Intent Graded Relevance. In Proceedings of ACM SIGIR 2011, 2011.

13、Zhicheng Dou, Sha Hu, Kun Chen, Ruihua Song, and Ji-Rong Wen. Multi-dimensional Search Result Diversification. In Proceedings of WSDM'11, February 2011.

14、Ruihua Song, Liqian Yu, Ji-Rong Wen, and Hsiao-Wuen. A Proximity Probabilistic Model for Information Retrieval. No. MSR-TR-2011-7, 2011.

15、Ruihua Song, Qingwei Guo, Ruochi Zhang, Guomao Xin, Ji-Rong Wen, Yong Yu, and Hsiao-Wuen. Select-the-Best-Ones: A New Way to Judge Relative Relevance. Information Processing and Management, Vol. 47, No. 1. (06 January 2011), pp. 37-52.

16、Yi Liu, Liangjie Zhang, Ruihua Song, Jian-Yun Nie, and Ji-Rong Wen. Clustering Queries for Better Document Ranking. In Proceedings of CIKM'09 (short paper), 2009.

17、Zhicheng Dou, Ruihua Song, Jian-Yun Nie, and Ji-Rong Wen.Using Anchor Texts with Their Hyperlink Structure for Web Search. In Proceedings of the 32nd Annual ACM SIGIR Conference (SIGIR '09). 2009.

18、Ruihua Song, Zhenxiao Luo, Jian-Yun Nie, Yong Yu, and Hsiao-Wuen Hon. Identification of Ambiguous Queries in Web Search. Information Processing and Management. 2008.

19、Zhicheng Dou, Ruihua Song, Xiaojie Yuan, and Ji-Rong Wen. Are Click-Through Data Adequate for Learning Web Search Rankings? In Proceedings of The 17th ACM Conference on Information and Knowledge Management. 2008.

20、Ruihua Song, Michael J. Taylor, Ji-Rong Wen, Hsiao-Wuen Hon, and Yongyu. Viewing Term Proximity from a Different Perspective. In Proceedings of the 30th European Conference on Information Retrieval 2008. 2008.

21、Ruihua Song, Zhenxiao Luo, Ji-Rong Wen, Yong Yu, and Hsiao-Wuen Hon. Identify Ambiguous Queries in Web Search. In Proceedings of the 16th International Conference on World Wide Web 2007 (poster). 2007.

22、Zhicheng Dou, Ruihua Song, and Ji-Rong Wen. A Large-scale Evaluation and Analysis of Personalized Search Strategies. In Proceedings of the 16th International Conference on World Wide Web 2007. 2007.

23、Ruihua Song, Guomao Xin, Shuming Shi, Ji-Rong Wen, and Wei-Ying Ma. Exploring URL Hit Priors for Web Search. In Proceedings of the 28th European Conference on Information Retrieval (ECIR'06). London, United Kingdom, April 10-12, 2006.

24、Shuming Shi, Ji-Rong Wen, Qing Yu, Ruihua Song, and Wei-Ying Ma. Gravitation-based Model for Information Retrieval. In Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'05). Salvador, Brazil, August 15-19, 2005.

25、Yunhua Hu, Guomao Xin, Ruihua Song, Guoping Hu, Shuming Shi, Yunbo Cao, and Hang Li. Title Extraction from Bodies of HTML Documents and its Application to Web Page Retrieval. In Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'05). Salvador, Brazil, August 15-19, 2005.

26、Ruihua Song, Ji-Rong Wen, Shuming Shi, Guomao Xin, Tie-Yan Liu, et al. Microsoft Research Asia at Web Track and Terabyte Track of TREC 2004. In 2004 Text REtrieval Conference (TREC'04).

27、Ji-Rong Wen, Ruihua Song, Deng Cai, Kaihua Zhu, Shipeng Yu, Shaozhi Ye, and Wei-Ying Ma. Microsoft Research Asia at the Web Track of TREC 2003. TREC 2003: 408-417

28、Min Zhang, Ruihua Song, Chuan Lin, Liang Ma, Zhe Jiang, Yijiang Jin, Yiqun Liu, Le Zhao, and Shaoping Ma. THU TREC 2002: Novelty Track Experiments. In Proceedings of Text Retrieval Conference 2002, 2002.

29、Min Zhang, Ruihua Song, Chuan Lin, Liang Ma, Zhe Jiang, Yijiang Jin, Yiqun Liu, Le Zhao, and Shaoping Ma. THU TREC 2002: Web Track Experiments. In Proceedings of Text Retrieval Conference 2002, 2002.

30、Rui-Hua Song, Shao-Ping Ma, and Min Zhang. Passage Retrieval on Web Data. In Proceedings of the 1st IEEE International Conference on Machine Learning and Cybernetics, 2002.

31、Min Zhang, Ruihua Song, and Shaoping Ma. DF or IDF? On the Use of HTML Primary Feature Fields for Web IR. In the Proceedings of WWW2003 (poster), p264, 2003

(四) Web Information Extraction

1、Shuyi Zheng, Ruihua Song, Ji-Rong Wen, and C. Lee Giles. Efficient Record-Level Wrapper Induction. In Proceedings of CIKM'09, 2009.

2、Shuyi Zheng, Matthew R. Scott, Ruihua Song, and Ji-Rong Wen. Pictor: an interactive system for importing data from a website. In the Proceedings of SIGKDD 2008 (demo), 2007

3、Shuyi Zheng, Ruihua Song, and Ji-Rong Wen. Joint Optimization of Template Detection and Wrapper Generation. In the Proceedings of SIGKDD 2007, 2007

4、Shuyi Zheng, Ruihua Song, and Ji-Rong Wen. Template-Independent News Extraction Based on Visual Consistency. In the Proceedings of AAAI 2007, 2007

5、Xing Xie, Gengxin Miao, Ruihua Song, Ji-Rong Wen, and Wei-Ying Ma. Efficient Browsing of Web Search Results on Mobile Devices Based on Block Importance Model. PerCom 2005: 17-26

6、Ruihua Song, Haifeng Liu, Ji-Rong Wen, and Wei-Ying Ma. Learning Block Importance Models for Web Pages. WWW 2004: 203-211

7、Ruihua Song, Gang Chen, and Shaoping Ma. A HTML Page Segmentation Approach for Enhancing Chinese Search Engine. In Journal of Chinese Information, Volume 7, 2003       

更新成果请访问:https://dblp.uni-trier.de/db/indices/a-tree/s/Song:Ruihua.html

                   


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