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
GD-COMET: A Geo-Diverse Commonsense Inference Model Mehar Bhatia Vered Shwartz 27 6 0 23 Oct 2023
Quantifying the Dialect Gap and its Correlates Across Languages Anjali Kantharuban Ivan Vulić Anna Korhonen 57 21 0 23 Oct 2023
The Sentiment Problem: A Critical Survey towards Deconstructing Sentiment Analysis Pranav Narayanan Venkit Mukund Srinath Sanjana Gautam Saranya Venkatraman Vipul Gupta R. Passonneau Shomir Wilson 50 14 0 18 Oct 2023
Emergent AI-Assisted Discourse: Case Study of a Second Language Writer Authoring with ChatGPT S. Jacob Tamara P. Tate M. Warschauer 26 11 0 17 Oct 2023
How toxic is antisemitism? Potentials and limitations of automated toxicity scoring for antisemitic online content Helena Mihaljević Elisabeth Steffen 14 2 0 05 Oct 2023
It HAS to be Subjective: Human Annotator Simulation via Zero-shot Density Estimation Wen Wu Wenlin Chen C. Zhang P. Woodland 21 1 0 30 Sep 2023
People's Perceptions Toward Bias and Related Concepts in Large Language Models: A Systematic Review Lu Wang Max Song R. Rezapour Bum Chul Kwon Jina Huh-Yoo AI4CE 30 1 0 25 Sep 2023
ChatGPT v Bard v Bing v Claude 2 v Aria v human-expert. How good are AI chatbots at scientific writing? Edisa Lozić Benjamin Štular 42 30 0 14 Sep 2023
Bias and Fairness in Large Language Models: A Survey Isabel O. Gallegos Ryan A. Rossi Joe Barrow Md Mehrab Tanjim Sungchul Kim Franck Dernoncourt Tong Yu Ruiyi Zhang Nesreen Ahmed AILaw 40 498 0 02 Sep 2023
Large language models in medicine: the potentials and pitfalls J. Omiye Haiwen Gui Shawheen J. Rezaei James Zou Roxana Daneshjou LM&MA 29 65 0 31 Aug 2023
An Autoethnographic Case Study of Generative Artificial Intelligence's Utility for Accessibility Kate Glazko Momona Yamagami Aashaka Desai Kelly Avery Mack Venkatesh Potluri Xuhai Xu Jennifer Mankoff 30 38 0 19 Aug 2023
Unmasking Nationality Bias: A Study of Human Perception of Nationalities in AI-Generated Articles Pranav Narayanan Venkit Sanjana Gautam Ruchi Panchanadikar Tingting Huang Shomir Wilson 22 19 0 08 Aug 2023
NBIAS: A Natural Language Processing Framework for Bias Identification in Text Shaina Razaa Muskan Garg Deepak John Reji Syed Raza Bashir Chen Ding 42 45 0 03 Aug 2023
Automated Ableism: An Exploration of Explicit Disability Biases in Sentiment and Toxicity Analysis Models Pranav Narayanan Venkit Mukund Srinath Shomir Wilson 36 17 0 18 Jul 2023
On Evaluating and Mitigating Gender Biases in Multilingual Settings Aniket Vashishtha Kabir Ahuja Sunayana Sitaram 34 23 0 04 Jul 2023
Towards Measuring the Representation of Subjective Global Opinions in Language Models Esin Durmus Karina Nyugen Thomas I. Liao Nicholas Schiefer Amanda Askell ... Alex Tamkin Janel Thamkul Jared Kaplan Jack Clark Deep Ganguli 46 213 0 28 Jun 2023
CBBQ: A Chinese Bias Benchmark Dataset Curated with Human-AI Collaboration for Large Language Models Yufei Huang Deyi Xiong ALM 42 17 0 28 Jun 2023
Apolitical Intelligence? Auditing Delphi's responses on controversial political issues in the US J. H. Rystrøm 19 0 0 22 Jun 2023
Opportunities and Risks of LLMs for Scalable Deliberation with Polis Christopher T. Small Ivan Vendrov Esin Durmus Hadjar Homaei Elizabeth Barry Julien Cornebise Ted Suzman Deep Ganguli Colin Megill 35 27 0 20 Jun 2023
Sociodemographic Bias in Language Models: A Survey and Forward Path Vipul Gupta Pranav Narayanan Venkit Shomir Wilson R. Passonneau 44 21 0 13 Jun 2023
Lost in Translation: Large Language Models in Non-English Content Analysis Gabriel Nicholas Aliya Bhatia ELM 23 35 0 12 Jun 2023
CFL: Causally Fair Language Models Through Token-level Attribute Controlled Generation Rahul Madhavan Rishabh Garg Kahini Wadhawan S. Mehta 29 5 0 01 Jun 2023
An Invariant Learning Characterization of Controlled Text Generation Carolina Zheng Claudia Shi Keyon Vafa Amir Feder David M. Blei OOD 38 8 0 31 May 2023
Examining risks of racial biases in NLP tools for child protective services Anjalie Field Amanda Coston Nupoor Gandhi Alexandra Chouldechova Emily Putnam-Hornstein David Steier Yulia Tsvetkov 52 13 0 30 May 2023
Centering the Margins: Outlier-Based Identification of Harmed Populations in Toxicity Detection Vyoma Raman Eve Fleisig Dan Klein 27 0 0 24 May 2023
Out-of-Distribution Generalization in Text Classification: Past, Present, and Future Linyi Yang Yangqiu Song Xuan Ren Chenyang Lyu Yidong Wang Lingqiao Liu Jindong Wang Jennifer Foster Yue Zhang OOD 37 2 0 23 May 2023
Do All Languages Cost the Same? Tokenization in the Era of Commercial Language Models Orevaoghene Ahia Sachin Kumar Hila Gonen Jungo Kasai David R. Mortensen Noah A. Smith Yulia Tsvetkov 53 82 0 23 May 2023
Relabeling Minimal Training Subset to Flip a Prediction Jinghan Yang Linjie Xu Lequan Yu 41 1 0 22 May 2023
Keeping Up with the Language Models: Robustness-Bias Interplay in NLI Data and Models Ioana Baldini Chhavi Yadav Payel Das Kush R. Varshney MLAU 40 0 0 22 May 2023
Learning Horn Envelopes via Queries from Large Language Models Sophie Blum Raoul Koudijs Ana Ozaki Samia Touileb 16 1 0 20 May 2023
In the Name of Fairness: Assessing the Bias in Clinical Record De-identification Yuxin Xiao S. Lim Tom Pollard Marzyeh Ghassemi 34 13 0 18 May 2023
Comparing Biases and the Impact of Multilingual Training across Multiple Languages Sharon Levy Neha Ann John Ling Liu Yogarshi Vyas Jie Ma Yoshinari Fujinuma Miguel Ballesteros Vittorio Castelli Dan Roth 26 26 0 18 May 2023
Is ChatGPT Fair for Recommendation? Evaluating Fairness in Large Language Model Recommendation Jizhi Zhang Keqin Bao Yang Zhang Wenjie Wang Fuli Feng Xiangnan He LRM ALM 35 158 0 12 May 2023
StarCoder: may the source be with you! Raymond Li Loubna Ben Allal Yangtian Zi Niklas Muennighoff Denis Kocetkov ... Sean M. Hughes Thomas Wolf Arjun Guha Leandro von Werra H. D. Vries 62 729 0 09 May 2023
On the Independence of Association Bias and Empirical Fairness in Language Models Laura Cabello Anna Katrine van Zee Anders Søgaard 26 26 0 20 Apr 2023
Fundamental Limitations of Alignment in Large Language Models Yotam Wolf Noam Wies Oshri Avnery Yoav Levine Amnon Shashua ALM 19 140 0 19 Apr 2023
Systemic Fairness Arindam Ray B. Padmanabhan Lina Bouayad FaML 19 0 0 14 Apr 2023
Toxicity in ChatGPT: Analyzing Persona-assigned Language Models Ameet Deshpande Vishvak Murahari Tanmay Rajpurohit Ashwin Kalyan Karthik Narasimhan LM&MA LLMAG 29 338 0 11 Apr 2023
Assessing Cross-Cultural Alignment between ChatGPT and Human Societies: An Empirical Study Yong Cao Li Zhou Seolhwa Lee Laura Cabello Min Chen Daniel Hershcovich 39 163 0 30 Mar 2023
ChatGPT and a New Academic Reality: Artificial Intelligence-Written Research Papers and the Ethics of the Large Language Models in Scholarly Publishing Brady Lund Ting Wang Nishith Reddy Mannuru Bing Nie S. Shimray Ziang Wang AI4CE 15 498 0 21 Mar 2023
MultiModal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision Language Models Sepehr Janghorbani Gerard de Melo VLM 47 11 0 16 Mar 2023
Spacerini: Plug-and-play Search Engines with Pyserini and Hugging Face Christopher Akiki Odunayo Ogundepo Aleksandra Piktus Xinyu Crystina Zhang Akintunde Oladipo Jimmy J. Lin Martin Potthast 27 5 0 28 Feb 2023
Fluid Transformers and Creative Analogies: Exploring Large Language Models' Capacity for Augmenting Cross-Domain Analogical Creativity Zijian Ding Arvind Srinivasan Stephen MacNeil Joel Chan 34 35 0 27 Feb 2023
Language-Specific Representation of Emotion-Concept Knowledge Causally Supports Emotion Inference Ming Li Yusheng Su Hsiu-Yuan Huang Jiali Cheng Xin Hu ... Yujia Qin Xiaozhi Wang Kristen A. Lindquist Zhi-Yun Liu Dan Zhang 35 5 0 19 Feb 2023
The Capacity for Moral Self-Correction in Large Language Models Deep Ganguli Amanda Askell Nicholas Schiefer Thomas I. Liao Kamil.e Lukovsiut.e ... Tom B. Brown C. Olah Jack Clark Sam Bowman Jared Kaplan LRM ReLM 45 159 0 15 Feb 2023
Nationality Bias in Text Generation Pranav Narayanan Venkit Sanjana Gautam Ruchi Panchanadikar Ting-Hao 'Kenneth' Huang Shomir Wilson 35 51 0 05 Feb 2023
Discovering Language Model Behaviors with Model-Written Evaluations Ethan Perez Sam Ringer Kamilė Lukošiūtė Karina Nguyen Edwin Chen ... Danny Hernandez Deep Ganguli Evan Hubinger Nicholas Schiefer Jared Kaplan ALM 22 367 0 19 Dec 2022
Training Data Influence Analysis and Estimation: A Survey Zayd Hammoudeh Daniel Lowd TDI 29 83 0 09 Dec 2022
Undesirable Biases in NLP: Addressing Challenges of Measurement Oskar van der Wal Dominik Bachmann Alina Leidinger L. Maanen Willem H. Zuidema K. Schulz 30 6 0 24 Nov 2022
Measuring Harmful Representations in Scandinavian Language Models Samia Touileb Debora Nozza 17 10 0 21 Nov 2022