PG电子

艾清遥

2022.08.15 15:24

职称 助理教授 电话
邮箱 aiqy@tsinghua.edu.cn

姓名:艾清遥

职称:助理教授

邮件:aiqy@tsinghua.edu.cn

URL:http://www.thuir.cn/group/~aiqy/

教育背景

工学学士 (计算机科学与技术), PG电子, 中国, 2014;

Ph.D. (Computer Science), University of Massachusetts Amherst, USA, 2019.

工作履历

2019.9-2022.6 University of Utah, Tenure-Track Assistant Professor

2022.8-至今 PG电子助理教授

研究领域

信息检索, 机器学习,自然语言处理

研究概况

主要研究领域集中在信息检索、机器学习以及自然语言处理研究方面。重点研究方向为智能信息检索系统的研究与设计,包括信息表示学习、排序优化理论、大语言模型在互联网搜推和智慧司法上的应用等。曾担任SIGIR-AP 2023的大会联合主席,NTCIR-18的程序联合主席,NACCL、EMNLP、COLING的领域主席,以及SIGIR、CIKM、TOIS等国际顶级信息检索会议和期刊的高级程序委员与编辑。

奖励与荣誉

ACM SIGIR-AP 2023 Best Paper Honorable Mention (2023)

Google Research Scholar Award (2021);

UMass CICS Accomplishments in Search & Mining Awards (2017);

PG电子钟士模奖学金 (2012);

学术成果

(完整列表请参见: http://www.thuir.cn/group/~aiqy/)

[1] A Reusable Model-agnostic Framework for Faithfully Explainable Recommendation and System Scrutability. Zhichao Xu, Hansi Zeng, Juntao Tan, Zuohui Fu, Yongfeng Zhang, Qingyao Ai. In ACM Trans. Inf. Syst.

[2] I3 Retriever: Incorporating Implicit Interaction in Pre-trained Language Models for Passage Retrieval. Qian Dong, Yiding Liu, Qingyao Ai, Haitao Li, Shuaiqiang Wang, Yiqun Liu, Dawei Yin, Shaoping Ma. In Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023.

[3] Leveraging Event Schema to Ask Clarifying Questions for Conversational Legal Case Retrieval. Bulou Liu, Yiran Hu, Qingyao Ai, Yiqun Liu, Yueyue Wu, Chenliang Li, Weixing Shen. In Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023.

[4] FARA: Future-aware Ranking Algorithm for Fairness Optimization. Tao Yang, Zhichao Xu, Zhenduo Wang, Qingyao Ai. In Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023.

[5] CaseEncoder: A Knowledge-enhanced Pre-trained Model for Legal Case Encoding. Yixiao Ma, Yueyue Wu, Weihang Su, Qingyao Ai, Yiqun Liu. In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023.

[6] Constructing Tree-based Index for Efficient and Effective Dense Retrieval. Haitao Li, Qingyao Ai, Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Zheng Liu, Zhao Cao. In Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023.

[7] SAILER: Structure-aware Pre-trained Language Model for Legal Case Retrieval. Haitao Li, Qingyao Ai, Jia Chen, Qian Dong, Yueyue Wu, Yiqun Liu, Chong Chen, Qi Tian. In Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023.

[8] Behavior Modeling for Point of Interest Search. Haitian Chen, Qingyao Ai, Zhijing Wu, Zhihong Wang, Yiqun Liu, Min Zhang, Shaoping Ma, Juan Hu, Naiqiang Tan, Hua Chai. In Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023.

[9] Metric-agnostic Ranking Optimization. Qingyao Ai, Xuanhui Wang, Michael Bendersky. In Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023.

[10] Chuweb21D: A Deduped English Document Collection for Web Search Tasks. Zhumin Chu, Tetsuya Sakai, Qingyao Ai, Yiqun Liu. In Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, SIGIR-AP 2023, Beijing, China, November 26-28, 2023.

[11] Result Diversification for Legal case Retrieval. Ruizhe Zhang, Qingyao Ai, Yueyue Wu, Yixiao Ma, Yiqun Liu. In Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, SIGIR-AP 2023, Beijing, China, November 26-28, 2023.

[12] Investigating the Influence of Legal Case Retrieval Systems on Users' Decision Process. Beining Wang, Ruizhe Zhang, Yueyue Wu, Qingyao Ai, Min Zhang, Yiqun Liu. In Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, SIGIR-AP 2023, Beijing, China, November 26-28, 2023.

[13] Vertical Allocation-based Fair Exposure Amortizing in Ranking. Tao Yang, Zhichao Xu, Qingyao Ai. In Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, SIGIR-AP 2023, Beijing, China, November 26-28, 2023.

[14] Marginal-Certainty-Aware Fair Ranking Algorithm. Tao Yang, Zhichao Xu, Zhenduo Wang, Anh Tran, Qingyao Ai. In Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.

[15] Model-based Unbiased Learning to Rank. Dan Luo, Lixin Zou, Qingyao Ai, Zhiyu Chen, Dawei Yin, Brian D. Davison. In Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.

[16] Zero-shot Clarifying Question Generation for Conversational Search. Zhenduo Wang, Yuancheng Tu, Corby Rosset, Nick Craswell, Ming Wu, Qingyao Ai. In Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023.

[17] Simulating and Modeling the Risk of Conversational Search. Zhenduo Wang, Qingyao Ai. In ACM Trans. Inf. Syst.

[18] Hard Negatives or False Negatives: Correcting Pooling Bias in Training Neural Ranking Models. Yinqiong Cai, Jiafeng Guo, Yixing Fan, Qingyao Ai, Ruqing Zhang, Xueqi Cheng. In Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022.

[19] Can Clicks Be Both Labels and Features?: Unbiased Behavior Feature Collection and Uncertainty-aware Learning to Rank. Tao Yang, Chen Luo, Hanqing Lu, Parth Gupta, Bing Yin, Qingyao Ai. In SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022.

[20] Incorporating Retrieval Information into the Truncation of Ranking Lists for Better Legal Search. Yixiao Ma, Qingyao Ai, Yueyue Wu, Yunqiu Shao, Yiqun Liu, Min Zhang, Shaoping Ma. In SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022.

[21] Unbiased Learning to Rank: Online or Offline?. Qingyao Ai, Tao Yang, Huazheng Wang, Jiaxin Mao. In ACM Trans. Inf. Syst.

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