Unmasking the Mask -- Evaluating Social Biases in Masked Language Models

15 April 2021

Papers citing "Unmasking the Mask -- Evaluating Social Biases in Masked Language Models"

19 / 19 papers shown

Title
CASE -- Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement Gaifan Zhang Yi Zhou Danushka Bollegala 144 0 0 21 Mar 2025
CEB: Compositional Evaluation Benchmark for Fairness in Large Language Models Song Wang Peng Wang Tong Zhou Yushun Dong Zhen Tan Jundong Li CoGe 46 6 0 02 Jul 2024
A Study of Nationality Bias in Names and Perplexity using Off-the-Shelf Affect-related Tweet Classifiers Valentin Barriere Sebastian Cifuentes 28 0 0 01 Jul 2024
Measuring Social Biases in Masked Language Models by Proxy of Prediction Quality Rahul Zalkikar Kanchan Chandra 29 1 0 21 Feb 2024
Evaluating Gender Bias in Large Language Models via Chain-of-Thought Prompting Masahiro Kaneko Danushka Bollegala Naoaki Okazaki Timothy Baldwin LRM 29 27 0 28 Jan 2024
Quantifying Stereotypes in Language Yang Liu 30 1 0 28 Jan 2024
A Survey on Fairness in Large Language Models Yingji Li Mengnan Du Rui Song Xin Wang Ying Wang ALM 46 59 0 20 Aug 2023
An Efficient Multilingual Language Model Compression through Vocabulary Trimming Asahi Ushio Yi Zhou Jose Camacho-Collados 41 7 0 24 May 2023
Having Beer after Prayer? Measuring Cultural Bias in Large Language Models Tarek Naous Michael Joseph Ryan Alan Ritter Wei-ping Xu 26 85 0 23 May 2023
Solving NLP Problems through Human-System Collaboration: A Discussion-based Approach Masahiro Kaneko Graham Neubig Naoaki Okazaki 33 6 0 19 May 2023
Constructing Holistic Measures for Social Biases in Masked Language Models Y. Liu Yuexian Hou 18 0 0 12 May 2023
BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation Tianxiang Sun Junliang He Xipeng Qiu Xuanjing Huang 24 44 0 14 Oct 2022
Debiasing isn't enough! -- On the Effectiveness of Debiasing MLMs and their Social Biases in Downstream Tasks Masahiro Kaneko Danushka Bollegala Naoaki Okazaki 18 41 0 06 Oct 2022
Probing Pre-Trained Language Models for Cross-Cultural Differences in Values Arnav Arora Lucie-Aimée Kaffee Isabelle Augenstein VLM 23 123 0 25 Mar 2022
Sense Embeddings are also Biased--Evaluating Social Biases in Static and Contextualised Sense Embeddings Yi Zhou Masahiro Kaneko Danushka Bollegala 26 23 0 14 Mar 2022
Measuring Fairness with Biased Rulers: A Survey on Quantifying Biases in Pretrained Language Models Pieter Delobelle E. Tokpo T. Calders Bettina Berendt 19 25 0 14 Dec 2021
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick Sahana Udupa Hinrich Schütze 259 374 0 28 Feb 2021
Debiasing Pre-trained Contextualised Embeddings Masahiro Kaneko Danushka Bollegala 212 138 0 23 Jan 2021
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 230 31,253 0 16 Jan 2013