Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models

18 June 2025

Zhengyang Shan

Emily Ruth Diana

Jiawei Zhou

Author Contacts:

shanzy@bu.edu ediana@andrew.cmu.edu jiawei.zhou.1@stonybrook.edu

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