Introduces APM benchmark with hidden randomized mappings to evaluate LLM style personalization methods fairly, finding routing most reliable while overall personalization remains challenging.
P-react: Synthesizing topic- adaptive reactions of personality traits via mixture of specialized lora experts
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APM: Evaluating Style Personalization in LLMs with Arbitrary Preference Mappings
Introduces APM benchmark with hidden randomized mappings to evaluate LLM style personalization methods fairly, finding routing most reliable while overall personalization remains challenging.