TFDP: Token-Efficient Disparity Audits for Autoregressive LLMs via Single-Token Masked Evaluation

Inderjeet Singh 0001, Ramya Srinivasan, Roman Vainshtein, Hisashi Kojima. TFDP: Token-Efficient Disparity Audits for Autoregressive LLMs via Single-Token Masked Evaluation. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 24598-24615, Association for Computational Linguistics, 2025. [doi]

Abstract

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