ASARL: Autonomous Social-Aware Relevance Learning for QQ Search
Results validate the effectiveness of combining autonomous, socially grounded data governance with preference-aligned training in practical search systems and demonstrate significant improvements in both offline relevance metrics and online user engagement indicators, along with enhanced annotation efficiency.