In-Depth Look at Word Filling Societal Bias Measures

24 February 2023

Papers citing "In-Depth Look at Word Filling Societal Bias Measures"

10 / 10 papers shown

Title
How far can bias go? -- Tracing bias from pretraining data to alignment Marion Thaler Abdullatif Köksal Alina Leidinger Anna Korhonen Hinrich Schutze 69 0 0 28 Nov 2024
Local Contrastive Editing of Gender Stereotypes Marlene Lutz Rochelle Choenni M. Strohmaier Anne Lauscher 14 0 0 23 Oct 2024
Women Are Beautiful, Men Are Leaders: Gender Stereotypes in Machine Translation and Language Modeling Matúš Pikuliak Andrea Hrckova Stefan Oresko Marián Simko 18 5 0 30 Nov 2023
Social Bias Probing: Fairness Benchmarking for Language Models Marta Marchiori Manerba Karolina Stañczak Riccardo Guidotti Isabelle Augenstein 17 15 0 15 Nov 2023
All Should Be Equal in the Eyes of Language Models: Counterfactually Aware Fair Text Generation Pragyan Banerjee Abhinav Java Surgan Jandial Simra Shahid Shaz Furniturewala Balaji Krishnamurthy S. Bhatia 20 3 0 09 Nov 2023
Sociodemographic Bias in Language Models: A Survey and Forward Path Vipul Gupta Pranav Narayanan Venkit Shomir Wilson R. Passonneau 42 17 0 13 Jun 2023
Challenges in Measuring Bias via Open-Ended Language Generation Afra Feyza Akyürek Muhammed Yusuf Kocyigit Sejin Paik Derry Wijaya 35 21 0 23 May 2022
SlovakBERT: Slovak Masked Language Model Matúš Pikuliak Stefan Grivalsky Martin Konopka Miroslav Blšták Martin Tamajka Viktor Bachratý Marián Simko Pavol Balázik Michal Trnka Filip Uhlárik 14 25 0 30 Sep 2021
Frequency Effects on Syntactic Rule Learning in Transformers Jason W. Wei Dan Garrette Tal Linzen Ellie Pavlick 80 62 0 14 Sep 2021
Mitigating Language-Dependent Ethnic Bias in BERT Jaimeen Ahn Alice H. Oh 122 90 0 13 Sep 2021