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Maayeesha Farzana

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#natural language process... Preprint Oct 2026

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 · 0 citations

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