
Ruiyang Ren 任瑞阳
Ph.D. student
AIBOX Group Gaoling School of Artificial Intellegence Renmin University of ChinaCorrespondence
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Email:reyon.ren [at] ruc (dot) edu (dot) cn [Contact me]
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Office:Lide Building 1808, No. 59 Zhongguancun Street, Haidian District, Beijing, 100872, China
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Links:[Google Scholar] [DBLP] [Semantic Scholar]
Biography
Ruiyang Ren is a 2nd-year Ph.D. student of Artificial Intellegence at Gaoling School of Artificial Intellegence, Renmin University of China (RUC). His supervisor is Prof. Wayne Xin Zhao. He completed his M.S. at School of Information, RUC (2022), and B.S. of Computer Science and Technology at Taishan College, Shandong University (2019). His current research interests include natural language processing and information retrieval.
My [CV] (updated in Dec 2021)
Publications
Conference and Journal Papers
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Dense Text Retrieval based on Pretrained Language Models: A Survey
Wayne Xin Zhao, Jing Liu, Ruiyang Ren and Ji-Rong Wen
ACM Transactions on Information Systems (TOIS 2024) -
A Thorough Examination on Zero-shot Dense Retrieval
Ruiyang Ren, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Qifei Wu, Yuchen Ding, Hua Wu, Haifeng Wang and Ji-Rong Wen
Findings of the 2023 Conference on Empirical Methods in Natural Language Processing (Findings of EMNLP 2023) -
TOME: A Two-stage Approach for Model-based Retrieval
Ruiyang Ren, Wayne Xin Zhao, Jing Liu, Hua Wu, Ji-Rong Wen and Haifeng Wang
Annual Meeting of the Association for Computational Linguistics (ACL 2023) -
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking
Ruiyang Ren, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Qiaoqiao She, Hua Wu, Haifeng Wang and Ji-Rong Wen
The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021) -
PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval
Ruiyang Ren, Shangwen Lv, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Qiaoqiao She, Hua Wu, Haifeng Wang and Ji-Rong Wen
Findings of Annual Meeting of the Association for Computational Linguistics (Findings of ACL 2021) -
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for OpenDomain Question Answering
Yingqi Qu, Yuchen Ding, Jing Liu, Kai Liu, Ruiyang Ren, Wayne Xin Zhao, Daxiang Dong, Hua Wu and Haifeng Wang
Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2021) -
Fine-Grained Privacy Detection with Graph-Regularized Hierarchical Attentive Representation Learning
Xiaolin Chen, Xuemeng Song, Ruiyang Ren, Lei Zhu, Zhiyong Cheng and Liqiang Nie
ACM Transactions on Information Systems (TOIS 2020) -
Sequential Recommendation with Self-Attentive Multi-Adversarial Network
Ruiyang Ren, Zhaoyang Liu, Yaliang Li, Wayne Xin Zhao, Hui Wang, Bolin Ding and Ji-Rong Wen
43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020)
Preprints
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Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation
Ruiyang Ren, Yuhao Wang, Yingqi Qu, Wayne Xin Zhao, Jing Liu, Hao Tian, Hua Wu, Ji-Rong Wen and Haifeng Wang
arXiv 2023 -
A Survey of Large Language Models
Wayne Xin Zhao, Kun Zhou, Junyi Li, Tianyi Tang, Xiaolei Wang, Yupeng Hou, Yingqian Min, Beichen Zhang, Junjie Zhang, Zican Dong, Yifan Du, Chen Yang, Yushuo Chen, Zhipeng Chen, Jinhao Jiang, Ruiyang Ren, Yifan Li, Xinyu Tang, Zikang Liu, Peiyu Liu, Jian-Yun Nie and Ji-Rong Wen
arXiv 2023
Selected Awards
- 2021, Academic Rising Star candidate, Renmin University of China
- 2020, National Scholarship for Graduate Students of China (Highest National Scholarship)
- 2020, SIGIR Student Travel Grant
- 2020,2021, Graduate Student First-class Academic Scholarship, Renmin University of China
- 2020,2021, Merit Student, Renmin University of China
- 2013, First Prize of National Olympiad in Informatics in Provinces (NOIP) in Hebei Province
Internships
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2020.5 – Now,
Research Intern, NLP Department, Baidu
Worked on information retrieval with Dr. Jing Liu
Services
Program Committee Member/Reviewer
- ACL, SIGKDD, EMNLP, WSDM, CIKM, COLING, TALLIP
Conference Volunteer
- 2019, ACM International Conference on Information and Knowledge Management (CIKM)
Teaching
- 2020,2021 Fall, Teaching Assistant, Statistical Product and Service Solutions Application (for undergraduate students in RUC)
- 2020,2021 Spring, Teaching Assistant, Information Technology Fundamentals (for undergraduate students in RUC)

Copyright@2020-2021. All Rights Reserved.