The Undesirable Dependence on Frequency of Gender Bias Metrics Based on Word Embeddings

2 January 2023

Papers citing "The Undesirable Dependence on Frequency of Gender Bias Metrics Based on Word Embeddings"

4 / 4 papers shown

Title
Unraveling Downstream Gender Bias from Large Language Models: A Study on AI Educational Writing Assistance Thiemo Wambsganss Xiaotian Su Vinitra Swamy Seyed Parsa Neshaei Roman Rietsche Tanja Käser 31 18 0 06 Nov 2023
Sociodemographic Bias in Language Models: A Survey and Forward Path Vipul Gupta Pranav Narayanan Venkit Shomir Wilson R. Passonneau 50 22 0 13 Jun 2023
Investigating the Frequency Distortion of Word Embeddings and Its Impact on Bias Metrics Francisco Valentini Juan Cruz Sosa D. Slezak Edgar Altszyler 22 3 0 15 Nov 2022
On the Interpretability and Significance of Bias Metrics in Texts: a PMI-based Approach Francisco Valentini Germán Rosati Damián E. Blasi D. Slezak Edgar Altszyler 22 3 0 13 Apr 2021