LLM-based Code Evaluation for Fairness

Ritta Neg Mfa, Surbhi Rathore, Ayman Sandouk, Sarah M Brown

Published: 22 Sept 2025, Last Modified: 03 Jan 2026WiML @ NeurIPS 2025EveryoneRevisionsBibTeXCC BY 4.0
Keywords: Agentic ML, fairness evaluation, disparate impact, static analysis, disaggregated metrics, LLM-as-evaluator
Submission Number: 234