
何苯 教授 博士生导师 计算机科学与技术学院
电子邮件: benhe@ucas.ac.cn
通信地址: 中国科学院大学雁栖湖校区学园二489
邮政编码: 101408
研究领域
自然语言处理,信息检索,人工智能
个人简介
何苯博士, 教授,博士生导师。2010年8月起,就职于中国科学院大学 计算机科学与技术学院。研究方向包括自然语言处理、信息检索、人工智能。
招生信息
研究方向:自然语言处理、信息检索
招收23年入学统招专硕一名
招生专业
招生方向
教育背景
工作经历
工作简历
社会兼职
2019-01-01-今,中国科学院软件研究所兼职研究员, 兼职研究员
教授课程
专利与奖励
- SIGIR 2021, Best short paper, 第二(通讯)作者
- ECIR 2016, Test of Time Award, Honorable Mention,第四作者
指导学生
已毕业
回恺 10级硕士 德国马普研究所
张新 10级硕博 中电38所
赵新章 11级硕士 中电进出口总公司
鲁莎 12级研究生 百度
马庆丽 13级硕士 国双科技
杨陈皓 14级硕士 百度
金灿灿 15级硕士 阿里
冉晏华 16级硕士 今日头条
刘磊 17级硕士 美团
李灿佳 17级硕士 腾讯
郑直 18级硕士 百度
在读
陈轩昂 19级直博
周赢 20级硕博
王怡然 20级博士
陈嘉琪 21级硕士
边宁 21级博士
陈晓阳 22级博士
彭心林 22级硕士
罗鉴 22级硕士
刘衍江 22级硕士
陈新冉 22级硕士
主要论文发表
已在信息检索、自然语言处理等领域发表60余篇论文。DBLP有一个论文清单,但有一两篇是同名的作者。Google Scholar引用3300+次,H-index=28
Xuanang Chen, Jian Luo, Ben He, Le Sun, Yingfei Sun: Towards Robust Dense Retrieval via Local Ranking Alignment. IJCAI 2022: 1980-1986 (CCF-A)
Ying Zhou, Xuanang Chen, Ben He, Zheng Ye, Le Sun: Re-thinking Knowledge Graph Completion Evaluation from an Information Retrieval Perspective. SIGIR 2022: 916-926 (CCF-A).
Xuanang Chen, Ben He, Kai Hui, Yiran Wang, Le Sun, Yingfei Sun: Contextualized Offline Relevance Weighting for Efficient and Effective Neural Retrieval. SIGIR 2021: 1617-1621 (CCF-A, Best short paper)
Zhi Zheng, Kai Hui, Ben He, Xianpei Han, Le Sun, Andrew Yates: BERT-QE: Contextualized Query Expansion for Document Re-ranking. EMNLP (Findings) 2020: 4718-4728
Cancan Jin, Ben He, Kai Hui, Le Sun: TDNN: A Two-stage Deep Neural Network for Prompt-independent Automated Essay Scoring. ACL (1) 2018: 1088-1097 (CCF-A)
Canjia Li, Yingfei Sun, Ben He, Le Wang, Kai Hui, Andrew Yates, Le Sun, Jungang Xu: NPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information Retrieval. EMNLP 2018: 4482-4491 (CCF-B)
Yanhua Ran, Ben He, Kai Hui, Jungang Xu, Le Sun: A document-based neural relevance model for effective clinical decision support. BIBM 2017: 798-804 (CCF-B)
Xin Zhang, Ben He, Tiejian Luo: Training query filtering for semi-supervised learning to rank with pseudo labels. World Wide Web 19(5): 833-864 (2016) (CCF-B)
Qingli Ma, Ben He, Jungang Xu, Bin Wang: A Set-Based Training Query Classification Approach for Twitter Search. WAIM (1) 2016: 491-503
Hongbo Chen, Jungang Xu, Ben He: Automated Essay Scoring by Capturing Relative Writing Quality. Comput. J. 57(9): 1318-1330 (2014)
Hongbo Chen, Ben He: Automated Essay Scoring by Maximizing Human-Machine Agreement. EMNLP 2013: 1741-1752 (CCF-B)
Sha Lu, Ben He, Jungang Xu: Hyper-geometric Model for Information Retrieval Revisited. AIRS 2013: 62-73
Xin Zhang, Ben He, Tiejian Luo, Dongxing Li, Jungang Xu: Clustering-based transduction for learning a ranking model with limited human labels. CIKM 2013: 1777-1782
Xin Zhang, Ben He, Tiejian Luo, Baobin Li: Query-biased learning to rank for real-time twitter search. CIKM 2012: 1915-1919
Xin Zhang, Ben He, Tiejian Luo: Transductive Learning for Real-Time Twitter Search. ICWSM 2012
Ben He, Jimmy Xiangji Huang, Xiaofeng Zhou: Modeling term proximity for probabilistic information retrieval models. Inf. Sci. 181(14): 3017-3031 (2011) (CCF-B)
Kai Hui, Ben He, Tiejian Luo, Bin Wang: A Comparative Study of Pseudo Relevance Feedback for Ad-hoc Retrieval. ICTIR 2011: 318-322
Zheng Ye, Ben He, Xiangji Huang, Hongfei Lin: Revisiting Rocchio's Relevance Feedback Algorithm for Probabilistic Models. AIRS 2010: 151-161
Ben He, Iadh Ounis: Finding good feedback documents. CIKM 2009: 2011-2014
Rodrygo L. T. Santos, Ben He, Craig Macdonald, Iadh Ounis: Integrating Proximity to Subjective Sentences for Blog Opinion Retrieval. ECIR 2009: 325-336
Ben He, Iadh Ounis: Studying Query Expansion Effectiveness. ECIR 2009: 611-619
Ben He, Craig Macdonald, Jiyin He, Iadh Ounis: An effective statistical approach to blog post opinion retrieval. CIKM 2008: 1063-1072 (CCF-B)
Ben He, Craig Macdonald, Iadh Ounis: Retrieval sensitivity under training using different measures. SIGIR 2008: 67-74 (CCF-A)
Ben He, Iadh Ounis: On setting the hyper-parameters of term frequency normalization for information retrieval. ACM Trans. Inf. Syst. 25(3): 13 (2007) (CCF-A)
Ben He, Iadh Ounis: Parameter sensitivity in the probabilistic model for ad-hoc retrieval. CIKM 2007: 263-272 (CCF-B)
Ben He, Iadh Ounis: Query performance prediction. Inf. Syst. 31(7): 585-594 (2006) (CCF-B)
Ben He, Iadh Ounis: A study of the dirichlet priors for term frequency normalisation. SIGIR 2005: 465-471 (CCF-A)
Rachel Tsz-Wai Lo, Ben He, Iadh Ounis: Automatically Building a Stopword List for an Information Retrieval System. JDIM 3(1): 3-8 (2005)
Ben He, Iadh Ounis: Inferring Query Performance Using Pre-retrieval Predictors.. SPIRE 2004: 43-54
Ben He, Iadh Ounis: A study of parameter tuning for term frequency normalization. CIKM 2003: 10-16 (CCF-B)