Social Biases in NLP Models as Barriers for Persons with Disabilities

2 May 2020

Ben Hutchinson

Vinodkumar Prabhakaran

Papers citing "Social Biases in NLP Models as Barriers for Persons with Disabilities"

50 / 163 papers shown

Title
FairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering Heng Chang Zhiting Fan Ruizhe Chen Xiaotang Gai Luqi Gong Yan Zhang Zuozhu Liu LLMSV 40 1 0 20 Apr 2025
AgentRxiv: Towards Collaborative Autonomous Research Samuel Schmidgall Michael Moor 74 4 0 23 Mar 2025
BiasConnect: Investigating Bias Interactions in Text-to-Image Models Pushkar Shukla Aditya Chinchure Emily Diana A. Tolbert K. Hosanagar Vineeth N. Balasubramanian Leonid Sigal Matthew A. Turk 51 0 0 12 Mar 2025
Fair Text Classification via Transferable Representations Thibaud Leteno Michael Perrot Charlotte Laclau Antoine Gourru Christophe Gravier FaML 88 0 0 10 Mar 2025
Local Differences, Global Lessons: Insights from Organisation Policies for International Legislation Lucie-Aimée Kaffee Pepa Atanasova Anna Rogers 44 0 0 19 Feb 2025
Understanding the Effects of Human-written Paraphrases in LLM-generated Text Detection Hiu Ting Lau Arkaitz Zubiaga DeLMO 47 1 0 06 Nov 2024
AUTALIC: A Dataset for Anti-AUTistic Ableist Language In Context Naba Rizvi Harper Strickland Daniel Gitelman Tristan Cooper Alexis Morales-Flores ... Haaset Owens Saleha Ahmedi Isha Khirwadkar Imani Munyaka Nedjma Ousidhoum 37 0 0 21 Oct 2024
Speciesism in Natural Language Processing Research Masashi Takeshita Rafal Rzepka 24 1 0 18 Oct 2024
STOP! Benchmarking Large Language Models with Sensitivity Testing on Offensive Progressions Robert D Morabito Sangmitra Madhusudan Tyler McDonald Ali Emami 31 0 0 20 Sep 2024
Identity-related Speech Suppression in Generative AI Content Moderation Oghenefejiro Isaacs Anigboro Charlie M. Crawford Danaë Metaxa Sorelle A. Friedler Sorelle A. Friedler 26 0 0 09 Sep 2024
Towards "Differential AI Psychology" and in-context Value-driven Statement Alignment with Moral Foundations Theory Simon Münker SyDa 32 0 0 21 Aug 2024
SMART-TBI: Design and Evaluation of the Social Media Accessibility and Rehabilitation Toolkit for Users with Traumatic Brain Injury Yaxin Hu Hajin Lim Lisa Kakonge Jade T. Mitchell H. L. Johnson Lyn Turkstra Melissa C. Duff Catalina L. Toma Bilge Mutlu 26 0 0 19 Aug 2024
Downstream bias mitigation is all you need Arkadeep Baksi Rahul Singh Tarun Joshi AI4CE 24 0 0 01 Aug 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 42 3 0 25 Jul 2024
How Are LLMs Mitigating Stereotyping Harms? Learning from Search Engine Studies Alina Leidinger Richard Rogers 34 5 0 16 Jul 2024
fairBERTs: Erasing Sensitive Information Through Semantic and Fairness-aware Perturbations Jinfeng Li YueFeng Chen Xiangyu Liu Longtao Huang Rong Zhang Hui Xue AAML 37 0 0 11 Jul 2024
Listen and Speak Fairly: A Study on Semantic Gender Bias in Speech Integrated Large Language Models Yi-Cheng Lin T. Lin Chih-Kai Yang Ke-Han Lu Wei-Chih Chen Chun-Yi Kuan Hung-yi Lee 34 3 0 09 Jul 2024
Fairness and Bias in Multimodal AI: A Survey Tosin P. Adewumi Lama Alkhaled Namrata Gurung G. V. Boven Irene Pagliai 58 9 0 27 Jun 2024
OATH-Frames: Characterizing Online Attitudes Towards Homelessness with LLM Assistants Jaspreet Ranjit Brihi Joshi Rebecca Dorn Laura Petry Olga Koumoundouros Jayne Bottarini Peichen Liu Eric Rice Swabha Swayamdipta 37 1 0 21 Jun 2024
Robustifying Safety-Aligned Large Language Models through Clean Data Curation Xiaoqun Liu Jiacheng Liang Muchao Ye Zhaohan Xi AAML 53 18 0 24 May 2024
A survey on fairness of large language models in e-commerce: progress, application, and challenge Qingyang Ren Zilin Jiang Jinghan Cao Sijia Li Chiqu Li Yiyang Liu Shuning Huo Tiange He Yuan Chen AILaw FaML 40 6 0 15 May 2024
What is Your Favorite Gender, MLM? Gender Bias Evaluation in Multilingual Masked Language Models Emily M. Bender Solon Barocas Robert Sim Hanna Wallach. 2021 39 3 0 09 Apr 2024
FairPair: A Robust Evaluation of Biases in Language Models through Paired Perturbations Jane Dwivedi-Yu Raaz Dwivedi Timo Schick 43 2 0 09 Apr 2024
GeniL: A Multilingual Dataset on Generalizing Language Aida Mostafazadeh Davani S. Gubbi Sunipa Dev Shachi Dave Vinodkumar Prabhakaran 46 1 0 08 Apr 2024
Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers Yuan Wang Xuyang Wu Hsin-Tai Wu Zhiqiang Tao Yi Fang ALM 39 7 0 04 Apr 2024
Will the Real Linda Please Stand up...to Large Language Models? Examining the Representativeness Heuristic in LLMs Pengda Wang Zilin Xiao Hanjie Chen Frederick L. Oswald 31 6 0 01 Apr 2024
A Survey on Multilingual Large Language Models: Corpora, Alignment, and Bias Yuemei Xu Ling Hu Jiayi Zhao Zihan Qiu Yuqi Ye Hanwen Gu LRM 32 37 0 01 Apr 2024
A Roadmap Towards Automated and Regulated Robotic Systems Yihao Liu Mehran Armand 50 2 0 21 Mar 2024
Evaluating LLMs for Gender Disparities in Notable Persons L. Rhue Sofie Goethals Arun Sundararajan 52 5 0 14 Mar 2024
From Fitting Participation to Forging Relationships: The Art of Participatory ML Ned Cooper Alex Zafiroglu 43 9 0 11 Mar 2024
Gender Bias in Large Language Models across Multiple Languages Jinman Zhao Yitian Ding Chen Jia Yining Wang Zifan Qian 32 25 0 01 Mar 2024
Few-Shot Fairness: Unveiling LLM's Potential for Fairness-Aware Classification Garima Chhikara Anurag Sharma Kripabandhu Ghosh Abhijnan Chakraborty 39 14 0 28 Feb 2024
Prejudice and Volatility: A Statistical Framework for Measuring Social Discrimination in Large Language Models Yiran Liu Ke Yang Zehan Qi Xiao-Yang Liu Yang Yu U. I. Urbana-Champaign 47 1 0 23 Feb 2024
Investigating Cultural Alignment of Large Language Models Badr AlKhamissi Muhammad N. ElNokrashy Mai AlKhamissi Mona T. Diab 37 44 0 20 Feb 2024
Measuring and Reducing LLM Hallucination without Gold-Standard Answers Jiaheng Wei Yuanshun Yao Jean-François Ton Hongyi Guo Andrew Estornell Yang Liu HILM 55 18 0 16 Feb 2024
Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes Isabel O. Gallegos Ryan A. Rossi Joe Barrow Md Mehrab Tanjim Tong Yu Hanieh Deilamsalehy Ruiyi Zhang Sungchul Kim Franck Dernoncourt 24 19 0 03 Feb 2024
Tradeoffs Between Alignment and Helpfulness in Language Models with Representation Engineering Yotam Wolf Noam Wies Dorin Shteyman Binyamin Rothberg Yoav Levine Amnon Shashua LLMSV 31 13 0 29 Jan 2024
An investigation of structures responsible for gender bias in BERT and DistilBERT Thibaud Leteno Antoine Gourru Charlotte Laclau Christophe Gravier 38 4 0 12 Jan 2024
Whose wife is it anyway? Assessing bias against same-gender relationships in machine translation Ian Stewart Rada Mihalcea 27 4 0 10 Jan 2024
A Group Fairness Lens for Large Language Models Guanqun Bi Lei Shen Yuqiang Xie Yanan Cao Tiangang Zhu Xiao-feng He ALM 34 4 0 24 Dec 2023
FairSISA: Ensemble Post-Processing to Improve Fairness of Unlearning in LLMs S. Kadhe Anisa Halimi Ambrish Rawat Nathalie Baracaldo MU 22 7 0 12 Dec 2023
How should the advent of large language models affect the practice of science? Marcel Binz Stephan Alaniz Adina Roskies B. Aczel Carl T. Bergstrom ... Emily M. Bender M. Marelli Matthew M. Botvinick Zeynep Akata Eric Schulz 39 9 0 05 Dec 2023
TIBET: Identifying and Evaluating Biases in Text-to-Image Generative Models Aditya Chinchure Pushkar Shukla Gaurav Bhatt Kiri Salij K. Hosanagar Leonid Sigal Matthew A. Turk 21 24 0 03 Dec 2023
Explaining CLIP's performance disparities on data from blind/low vision users Daniela Massiceti Camilla Longden Agnieszka Slowik Samuel Wills Martin Grayson C. Morrison VLM 29 9 0 29 Nov 2023
SoUnD Framework: Analyzing (So)cial Representation in (Un)structured (D)ata Mark Díaz Sunipa Dev Emily Reif Remi Denton Vinodkumar Prabhakaran 33 3 0 28 Nov 2023
Fair Text Classification with Wasserstein Independence Thibaud Leteno Antoine Gourru Charlotte Laclau Rémi Emonet Christophe Gravier FaML 32 2 0 21 Nov 2023
Causal ATE Mitigates Unintended Bias in Controlled Text Generation Rahul Madhavan Kahini Wadhawan 43 0 0 19 Nov 2023
Unmasking and Improving Data Credibility: A Study with Datasets for Training Harmless Language Models Zhaowei Zhu Jialu Wang Hao Cheng Yang Liu 31 16 0 19 Nov 2023
Bias A-head? Analyzing Bias in Transformer-Based Language Model Attention Heads Yi Yang Hanyu Duan Ahmed Abbasi John P. Lalor Kar Yan Tam 19 6 0 17 Nov 2023
OccuQuest: Mitigating Occupational Bias for Inclusive Large Language Models Mingfeng Xue Dayiheng Liu Kexin Yang Guanting Dong Wenqiang Lei Zheng Yuan Chang Zhou Jingren Zhou LLMAG 27 2 0 25 Oct 2023