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cs.CL2025
Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge
Evangelia Spiliopoulou, Riccardo Fogliato, Hanna Burnsky +4
Large language models (LLMs) can serve as judges that offer rapid and reliable assessments of other LLM outputs. However, models may systematically assign overly favorable ratings…
cs.CL2025
Persona-Augmented Benchmarking: Evaluating LLMs Across Diverse Writing Styles
Kimberly Le Truong, Riccardo Fogliato, Hoda Heidari +1
Current benchmarks for evaluating Large Language Models (LLMs) often do not exhibit enough writing style diversity, with many adhering primarily to standardized conventions. Such b…