What Wins a Vote? Formatting, Length, and Lexical Diversity in the French Compar:IA LLM Arena
A stylometric approach to 137,293 decisive French-language votes from the July 2026 Compar:IA release is taken, taking a stylometric approach to the raw ranking with rankings adjusted for formatting, length, readability, vocabulary variety, and sentence structure.
Simonas Zilinskas, Maayeesha Farzana, Christophe Benavent
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