Unpacking the Interdependent Systems of Discrimination: Ableist Bias in NLP Systems through an Intersectional Lens

1 October 2021

Papers citing "Unpacking the Interdependent Systems of Discrimination: Ableist Bias in NLP Systems through an Intersectional Lens"

19 / 19 papers shown

Title
Fairness Definitions in Language Models Explained Thang Viet Doan Zhibo Chu Zichong Wang Wenbin Zhang ALM 55 10 0 26 Jul 2024
MIST: Mitigating Intersectional Bias with Disentangled Cross-Attention Editing in Text-to-Image Diffusion Models Hidir Yesiltepe Kiymet Akdemir Pinar Yanardag 29 3 0 28 Mar 2024
A Note on Bias to Complete Jia Xu Mona Diab 47 2 0 18 Feb 2024
Identifying and Improving Disability Bias in GPT-Based Resume Screening Kate Glazko Yusuf Mohammed Ben Kosa Venkatesh Potluri Jennifer Mankoff 36 23 0 28 Jan 2024
Fairness Certification for Natural Language Processing and Large Language Models Vincent Freiberger Erik Buchmann 39 2 0 02 Jan 2024
Weakly Supervised Detection of Hallucinations in LLM Activations Miriam Rateike C. Cintas John Wamburu Tanya Akumu Skyler Speakman 28 11 0 05 Dec 2023
Global Voices, Local Biases: Socio-Cultural Prejudices across Languages A. Mukherjee Chahat Raj Ziwei Zhu Antonios Anastasopoulos 24 15 0 26 Oct 2023
Privacy Preserving Large Language Models: ChatGPT Case Study Based Vision and Framework Imdad Ullah Najm Hassan S. Gill Basem Suleiman T. Ahanger Zawar Shah Junaid Qadir S. Kanhere 40 16 0 19 Oct 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 19 38 0 19 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 36 45 0 03 Aug 2023
Queer People are People First: Deconstructing Sexual Identity Stereotypes in Large Language Models Harnoor Dhingra Preetiha Jayashanker Sayali S. Moghe Emma Strubell 17 13 0 30 Jun 2023
Sociodemographic Bias in Language Models: A Survey and Forward Path Vipul Gupta Pranav Narayanan Venkit Shomir Wilson R. Passonneau 42 20 0 13 Jun 2023
This Prompt is Measuring <MASK>: Evaluating Bias Evaluation in Language Models Seraphina Goldfarb-Tarrant Eddie L. Ungless Esma Balkir Su Lin Blodgett 34 9 0 22 May 2023
A Survey on Intersectional Fairness in Machine Learning: Notions, Mitigation, and Challenges Usman Gohar Lu Cheng FaML 29 31 0 11 May 2023
Language Model Behavior: A Comprehensive Survey Tyler A. Chang Benjamin Bergen VLM LRM LM&MA 27 103 0 20 Mar 2023
Fairness in Language Models Beyond English: Gaps and Challenges Krithika Ramesh Sunayana Sitaram Monojit Choudhury 32 23 0 24 Feb 2023
Data Representativeness in Accessibility Datasets: A Meta-Analysis Rie Kamikubo Lining Wang Crystal Marte Amnah Mahmood Hernisa Kacorri 32 18 0 16 Jul 2022
Using BERT Embeddings to Model Word Importance in Conversational Transcripts for Deaf and Hard of Hearing Users Akhter Al Amin Saad Hassan Cecilia Ovesdotter Alm Matt Huenerfauth 13 5 0 24 Jun 2022
A Disability Lens towards Biases in GPT-3 Generated Open-Ended Languages Akhter Al Amin Kazi Sinthia Kabir 18 5 0 23 Jun 2022