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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Avinash Kumar

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Book Open access Jul 2026

LLM-Click Agreement: Harmonizing Implicit Feedback and Semantic Judgments for Enterprise Search

LLM-Click Agreement Labeling is presented, an industrial-scale supervision strategy that retains only those query--message pairs where click-based labels and LLM-generated labels agree, and shows that improving supervision quality is the most effective lever for advancing retrieval performance in large-scale enterprise...

Avinash Kumar, Hardi Rathod, Rohan Mallick et al. · 0 citations

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