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Xinru Chen

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#artificial intelligence Preprint Jul 2026

APeB: Benchmarking Personalization Ability of Large Language Model Agents

This work introduces personalized product search (PPS), a testbed for agentic personalization under raw queries and diverse histories, and constructs Agent Personalized Benchmark (APeB) from action logs, pairing underspecified intents with rich histories and user-viewed candidate items.

Gary Yang, Zi-Zhe Chen, Xinru Chen et al. · 0 citations