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Yashwant Sawant

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Preprint Aug 2026

PersonalBench: Measuring the Authorship Gap in LLM Personalization

PersonalBench is introduced, a benchmark that evaluates inference-time personalization methods through three independent lenses: LUAR (a trained authorship verification model), an LLM-as-judge, and automated stylometrics, which finds that personalization methods do produce author-differentiated output but this differen...

Yashwant Sawant · 1 citation