Work

SERM: Self-Evolving Relevance Model with Agent-Driven Learning from Massive Query Streams

Year: 2026

Type: conference-paper

Abstract: Chenglong Wang, Canjia Li, Xingzhao Zhu, Yifu Huo, Huiyu Wang, Weixiong Lin, Yun Yang, Qiaozhi He, Tian Hua Zhou, Changxiaojia, JingBo Zhu, Tong Xiao. Findings of the Association for Computational Linguistics: ACL 2026. 2026.

Source: Findings of the Association for Computational Linguistics: ACL (Findings of ACL)

DOI: 10.18653/v1/2026.findings-acl.823

Authors: Chenglong Wang, Canjia Li, Xingzhao Zhu, Yifu Huo, Huiyu Wang, Weixiong Lin, Yun Yang, Qiaozhi He, Tian Hua Zhou, Changxiaojia, JingBo Zhu, Tong Xiao

Institutions: Northeastern University, ByteDance (China), Peking University

Language: English

Topic: Information Retrieval and Search Behavior

Subfield: Information Systems

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funders: National Natural Science Foundation of China, Project 211, Fundamental Research Funds for the Central Universities

Awards: G1171603856, G2724737945, G5791456923, G6641886038, G7096855582, G969350000

OpenAlex ID: W7166864402

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