Intrinsic Meets Extrinsic Fairness: Assessing the Downstream Impact of Bias Mitigation in Large Language Models

Mina Arzaghi, Alireza Dehghanpour Farashah, Florian Carichon, Golnoosh Farnadi

Published: 22 Sept 2025, Last Modified: 03 Jan 2026WiML @ NeurIPS 2025EveryoneRevisionsBibTeXCC BY 4.0
Keywords: Responsible AI; Algorithmic Fairness; Fair Generative Models; Fair LLMs; Bias Evaluation; Bias Mitigation
Submission Number: 98