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PrefBench: Evaluating Zero-Shot LLM Agents in Hidden-Preference Personalized Pricing Negotiations

arXiv cs.AI · 2026-05-25 Cached

PrefBench is a new benchmark designed to evaluate zero-shot LLM agents in personalized pricing negotiations with hidden preferences, assessing their ability to infer and adapt to user preferences in a negotiation setting.

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