Measuring Bias in Contextualized Word Representations

18 June 2019

Papers citing "Measuring Bias in Contextualized Word Representations"

50 / 272 papers shown

Title
A Comprehensive Analysis of Large Language Model Outputs: Similarity, Diversity, and Bias Brandon Smith Mohamed Reda Bouadjenek Tahsin Alamgir Kheya Phillip Dawson S. Aryal ALM ELM 21 0 0 14 May 2025
Developing A Framework to Support Human Evaluation of Bias in Generated Free Response Text Jennifer Healey Laurie Byrum Md Nadeem Akhtar Surabhi Bhargava Moumita Sinha 29 0 0 05 May 2025
Mind the Language Gap: Automated and Augmented Evaluation of Bias in LLMs for High- and Low-Resource Languages Alessio Buscemi Cedric Lothritz Sergio Morales Marcos Gomez-Vazquez Robert Clarisó Jordi Cabot German Castignani 26 0 0 19 Apr 2025
On the Effectiveness and Generalization of Race Representations for Debiasing High-Stakes Decisions Dang Nguyen Chenhao Tan 32 0 0 07 Apr 2025
GraphSeg: Segmented 3D Representations via Graph Edge Addition and Contraction Haozhan Tang Tianyi Zhang Oliver Kroemer Matthew Johnson-Roberson Weiming Zhi 3DPC 57 0 0 04 Apr 2025
The LLM Wears Prada: Analysing Gender Bias and Stereotypes through Online Shopping Data Massimiliano Luca Ciro Beneduce Bruno Lepri Jacopo Staiano 45 0 0 02 Apr 2025
Implicit Bias in LLMs: A Survey Xinru Lin Luyang Li 57 0 0 04 Mar 2025
Robust Bias Detection in MLMs and its Application to Human Trait Ratings Ingroj Shrestha Louis Tay Padmini Srinivasan 75 0 0 24 Feb 2025
Auto-Search and Refinement: An Automated Framework for Gender Bias Mitigation in Large Language Models Yue Xu Chengyan Fu Li Xiong Sibei Yang Wenjie Wang 42 0 0 17 Feb 2025
Improving LLM Group Fairness on Tabular Data via In-Context Learning Valeriia Cherepanova Chia-Jung Lee Nil-Jana Akpinar Riccardo Fogliato Martín Bertrán Michael Kearns James Zou LMTD 68 0 0 05 Dec 2024
Mitigating Gender Bias in Contextual Word Embeddings Navya Yarrabelly Vinay Damodaran Feng-Guang Su 67 0 0 18 Nov 2024
Bias in Large Language Models: Origin, Evaluation, and Mitigation Yufei Guo Muzhe Guo Juntao Su Zhou Yang Mengqiu Zhu Hongfei Li Mengyang Qiu Shuo Shuo Liu AILaw 28 9 0 16 Nov 2024
Revealing and Reducing Gender Biases in Vision and Language Assistants (VLAs) Leander Girrbach Yiran Huang Stephan Alaniz Trevor Darrell Zeynep Akata VLM 40 2 0 25 Oct 2024
Large Language Models Still Exhibit Bias in Long Text Wonje Jeung Dongjae Jeon Ashkan Yousefpour Jonghyun Choi ALM 29 2 0 23 Oct 2024
A Novel Interpretability Metric for Explaining Bias in Language Models: Applications on Multilingual Models from Southeast Asia Lance Calvin Lim Gamboa Mark Lee 20 0 0 20 Oct 2024
Evaluating Gender Bias of LLMs in Making Morality Judgements Divij Bajaj Yuanyuan Lei Jonathan Tong Ruihong Huang 35 2 0 13 Oct 2024
No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users Mengxuan Hu Hongyi Wu Zihan Guan Ronghang Zhu Dongliang Guo Daiqing Qi Sheng Li SILM 33 3 0 10 Oct 2024
Stars, Stripes, and Silicon: Unravelling the ChatGPT's All-American, Monochrome, Cis-centric Bias Federico Torrielli 18 0 0 02 Oct 2024
Anti-stereotypical Predictive Text Suggestions Do Not Reliably Yield Anti-stereotypical Writing Connor Baumler Hal Daumé III 21 0 0 30 Sep 2024
The Lou Dataset -- Exploring the Impact of Gender-Fair Language in German Text Classification Andreas Waldis Joel Birrer Anne Lauscher Iryna Gurevych 25 1 0 26 Sep 2024
AI Suggestions Homogenize Writing Toward Western Styles and Diminish Cultural Nuances Dhruv Agarwal Mor Naaman Aditya Vashistha 34 16 0 17 Sep 2024
WinoPron: Revisiting English Winogender Schemas for Consistency, Coverage, and Grammatical Case Vagrant Gautam Julius Steuer Eileen Bingert Ray Johns Anne Lauscher Dietrich Klakow 48 3 0 09 Sep 2024
ML-EAT: A Multilevel Embedding Association Test for Interpretable and Transparent Social Science Robert Wolfe Alexis Hiniker Bill Howe 40 0 0 04 Aug 2024
Downstream bias mitigation is all you need Arkadeep Baksi Rahul Singh Tarun Joshi AI4CE 22 0 0 01 Aug 2024
The BIAS Detection Framework: Bias Detection in Word Embeddings and Language Models for European Languages A. Puttick Leander Rankwiler Catherine Ikae Mascha Kurpicz-Briki 16 0 0 26 Jul 2024
Fairness Definitions in Language Models Explained Thang Viet Doan Zhibo Chu Zichong Wang Wenbin Zhang ALM 50 10 0 26 Jul 2024
Understanding the Interplay of Scale, Data, and Bias in Language Models: A Case Study with BERT Muhammad Ali Swetasudha Panda Qinlan Shen Michael Wick Ari Kobren MILM 34 3 0 25 Jul 2024
Exploring Bengali Religious Dialect Biases in Large Language Models with Evaluation Perspectives Azmine Toushik Wasi Raima Islam Mst Rafia Islam Taki Hasan Rafi Dong-Kyu Chae 29 3 0 25 Jul 2024
Beyond Binary Gender: Evaluating Gender-Inclusive Machine Translation with Ambiguous Attitude Words Yijie Chen Yijin Liu Fandong Meng Jinan Xu Yufeng Chen Jie Zhou 29 1 0 23 Jul 2024
Evaluating Nuanced Bias in Large Language Model Free Response Answers Jennifer Healey Laurie Byrum Md Nadeem Akhtar Moumita Sinha 25 1 0 11 Jul 2024
Probability of Differentiation Reveals Brittleness of Homogeneity Bias in Large Language Models Messi H.J. Lee Calvin K Lai 21 0 0 10 Jul 2024
An Empirical Study of Gendered Stereotypes in Emotional Attributes for Bangla in Multilingual Large Language Models Jayanta Sadhu Maneesha Rani Saha Rifat Shahriyar 32 0 0 08 Jul 2024
Images Speak Louder than Words: Understanding and Mitigating Bias in Vision-Language Model from a Causal Mediation Perspective Zhaotian Weng Zijun Gao Jerone Andrews Jieyu Zhao 33 0 0 03 Jul 2024
Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models Xavier Suau Pieter Delobelle Katherine Metcalf Armand Joulin N. Apostoloff Luca Zappella P. Rodríguez MU AAML 32 8 0 02 Jul 2024
BiasDora: Exploring Hidden Biased Associations in Vision-Language Models Chahat Raj A. Mukherjee Aylin Caliskan Antonios Anastasopoulos Ziwei Zhu VLM 32 4 0 02 Jul 2024
Characterizing Stereotypical Bias from Privacy-preserving Pre-Training Stefan Arnold Rene Gröbner Annika Schreiner 37 0 0 30 Jun 2024
Towards Massive Multilingual Holistic Bias Xiaoqing Ellen Tan Prangthip Hansanti Carleigh Wood Bokai Yu C. Ropers Marta R. Costa-jussá 38 1 0 29 Jun 2024
Fairness and Bias in Multimodal AI: A Survey Tosin P. Adewumi Lama Alkhaled Namrata Gurung G. V. Boven Irene Pagliai 48 9 0 27 Jun 2024
The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale Guilherme Penedo Hynek Kydlícek Loubna Ben Allal Anton Lozhkov Margaret Mitchell Colin Raffel Leandro von Werra Thomas Wolf 38 187 0 25 Jun 2024
An Empirical Study on the Characteristics of Bias upon Context Length Variation for Bangla Jayanta Sadhu Ayan Antik Khan Abhik Bhattacharjee Rifat Shahriyar 30 2 0 25 Jun 2024
Why Don't Prompt-Based Fairness Metrics Correlate? A. Zayed Gonçalo Mordido Ioana Baldini Sarath Chandar ALM 47 4 0 09 Jun 2024
The Life Cycle of Large Language Models: A Review of Biases in Education Jinsook Lee Yann Hicke Renzhe Yu Christopher A. Brooks René F. Kizilcec AI4Ed 34 1 0 03 Jun 2024
Quite Good, but Not Enough: Nationality Bias in Large Language Models -- A Case Study of ChatGPT Shucheng Zhu Weikang Wang Ying Liu 29 5 0 11 May 2024
Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias Shan Chen Jack Gallifant Mingye Gao Pedro Moreira Nikolaj Munch ... Hugo J. W. L. Aerts Brian Anthony Leo Anthony Celi William G. La Cava Danielle S. Bitterman 35 8 0 09 May 2024
AffirmativeAI: Towards LGBTQ+ Friendly Audit Frameworks for Large Language Models Yinru Long Zilin Ma Yiyang Mei Zhaoyuan Su AI4MH 40 0 0 07 May 2024
Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes Damin Zhang Yi Zhang Geetanjali Bihani Julia Taylor Rayz 48 2 0 06 May 2024
Are Models Biased on Text without Gender-related Language? Catarina G Belém P. Seshadri Yasaman Razeghi Sameer Singh 36 8 0 01 May 2024
Transforming Dutch: Debiasing Dutch Coreference Resolution Systems for Non-binary Pronouns Goya van Boven Yupei Du Dong Nguyen 21 1 0 30 Apr 2024
MisgenderMender: A Community-Informed Approach to Interventions for Misgendering Tamanna Hossain Sunipa Dev Sameer Singh 24 5 0 23 Apr 2024
Data Authenticity, Consent, & Provenance for AI are all broken: what will it take to fix them? Shayne Longpre Robert Mahari Naana Obeng-Marnu William Brannon Tobin South Katy Gero Sandy Pentland Jad Kabbara 56 5 0 19 Apr 2024