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APM: Evaluating Style Personalization in LLMs with Arbitrary Preference Mappings
APM benchmark evaluates LLM style personalization via hidden arbitrary preference mappings, finding routing most reliable while RAG and soft prompts show limited gains.
Paris Poster Session 5, Fri, Dec 11, 11:30 AM–1:30 PM, Paris Poster Hall · Published 2026
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14/20 AI panelreviewers recommend it
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AI panel: 14 of 20 reviewers recommend it
lenient 5/5
medium 8/10
strict 1/5