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autonomous data curation 1preference optimization 1relevance learning 1social search 1synthetic data generation 1

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1 paper

cs.IR2026

ASARL: Autonomous Social-Aware Relevance Learning for QQ Search

Tao Su, Jinjing Hu, Xiao Wang +2

The paper introduces ASARL, an autonomous framework that uses multi‑agent data curation and staged training to improve relevance ranking for social‑centric queries on the QQ search…