Identifying and Reducing Gender Bias in Word-Level Language Models

5 April 2019

Papers citing "Identifying and Reducing Gender Bias in Word-Level Language Models"

50 / 207 papers shown

Title
Taxonomy-based CheckList for Large Language Model Evaluation Damin Zhang 17 0 0 15 Dec 2023
RoAST: Robustifying Language Models via Adversarial Perturbation with Selective Training Jaehyung Kim Yuning Mao Rui Hou Hanchao Yu Davis Liang Pascale Fung Qifan Wang Fuli Feng Lifu Huang Madian Khabsa AAML 23 2 0 07 Dec 2023
Weakly Supervised Detection of Hallucinations in LLM Activations Miriam Rateike C. Cintas John Wamburu Tanya Akumu Skyler Speakman 28 11 0 05 Dec 2023
A Survey on Large Language Model (LLM) Security and Privacy: The Good, the Bad, and the Ugly Yifan Yao Jinhao Duan Kaidi Xu Yuanfang Cai Eric Sun Yue Zhang PILM ELM 39 475 0 04 Dec 2023
Tackling Bias in Pre-trained Language Models: Current Trends and Under-represented Societies Vithya Yogarajan Gillian Dobbie Te Taka Keegan R. Neuwirth ALM 43 11 0 03 Dec 2023
Potential Societal Biases of ChatGPT in Higher Education: A Scoping Review Ming Li Ariunaa Enkhtur B. Yamamoto Fei Cheng Lilan Chen AI4CE 26 3 0 24 Nov 2023
Towards Auditing Large Language Models: Improving Text-based Stereotype Detection Wu Zekun Sahan Bulathwela Adriano Soares Koshiyama 28 12 0 23 Nov 2023
Can Language Model Moderators Improve the Health of Online Discourse? Hyundong Justin Cho Shuai Liu Taiwei Shi Darpan Jain Basem Rizk ... Zixun Lu Nuan Wen Jonathan Gratch Emilio Ferrera Jonathan May AI4MH 32 13 0 16 Nov 2023
P^3SUM: Preserving Author's Perspective in News Summarization with Diffusion Language Models Yuhan Liu Shangbin Feng Xiaochuang Han Vidhisha Balachandran Chan Young Park Sachin Kumar Yulia Tsvetkov DiffM 41 2 0 16 Nov 2023
Tailoring with Targeted Precision: Edit-Based Agents for Open-Domain Procedure Customization Yash Kumar Lal Li Zhang Faeze Brahman Bodhisattwa Prasad Majumder Peter Clark Niket Tandon KELM 22 3 0 16 Nov 2023
A Survey of AI Text-to-Image and AI Text-to-Video Generators Aditi Singh 21 19 0 10 Nov 2023
Unraveling Downstream Gender Bias from Large Language Models: A Study on AI Educational Writing Assistance Thiemo Wambsganss Xiaotian Su Vinitra Swamy Seyed Parsa Neshaei Roman Rietsche Tanja Kaser 26 18 0 06 Nov 2023
Probing Explicit and Implicit Gender Bias through LLM Conditional Text Generation Xiangjue Dong Yibo Wang Philip S. Yu James Caverlee 30 26 0 01 Nov 2023
Generative Language Models Exhibit Social Identity Biases Tiancheng Hu Yara Kyrychenko Steve Rathje Nigel Collier S. V. D. Linden Jon Roozenbeek 30 37 0 24 Oct 2023
What Makes it Ok to Set a Fire? Iterative Self-distillation of Contexts and Rationales for Disambiguating Defeasible Social and Moral Situations Kavel Rao Liwei Jiang Valentina Pyatkin Yuling Gu Niket Tandon Nouha Dziri Faeze Brahman Yejin Choi 26 15 0 24 Oct 2023
Identifying and Adapting Transformer-Components Responsible for Gender Bias in an English Language Model Abhijith Chintam Rahel Beloch Willem H. Zuidema Michael Hanna Oskar van der Wal 28 16 0 19 Oct 2023
Learning from Red Teaming: Gender Bias Provocation and Mitigation in Large Language Models Hsuan Su Cheng-Chu Cheng Hua Farn Shachi H. Kumar Saurav Sahay Shang-Tse Chen Hung-yi Lee 23 4 0 17 Oct 2023
"Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters Yixin Wan George Pu Jiao Sun Aparna Garimella Kai-Wei Chang Nanyun Peng 34 160 0 13 Oct 2023
Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems Yixin Wan Jieyu Zhao Aman Chadha Nanyun Peng Kai-Wei Chang 34 22 0 08 Oct 2023
ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale Markus Frohmann Carolin Holtermann Shahed Masoudian Anne Lauscher Navid Rekabsaz 34 2 0 02 Oct 2023
Learning Unbiased News Article Representations: A Knowledge-Infused Approach Sadia Kamal Jimmy Hartford Jeremy Willis A. Bagavathi 13 1 0 12 Sep 2023
Studying the impacts of pre-training using ChatGPT-generated text on downstream tasks Sarthak Anand 19 0 0 02 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 21 490 0 02 Sep 2023
UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory Haiwen Diao Bo Wan Yuhang Zhang Xuecong Jia Huchuan Lu Long Chen VLM 31 18 0 28 Aug 2023
Gender-tuning: Empowering Fine-tuning for Debiasing Pre-trained Language Models Somayeh Ghanbarzadeh Yan-ping Huang Hamid Palangi R. C. Moreno Hamed Khanpour 32 12 0 20 Jul 2023
National Origin Discrimination in Deep-learning-powered Automated Resume Screening Sihang Li Kuangzheng Li Haibing Lu 22 3 0 13 Jul 2023
DBFed: Debiasing Federated Learning Framework based on Domain-Independent Jiale Li Zhixin Li Yibo Wang Yao Li Lei Wang FedML 22 0 0 10 Jul 2023
What Should Data Science Education Do with Large Language Models? Xinming Tu James Zou Weijie J. Su Linjun Zhang AI4Ed 39 32 0 06 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 35 207 0 28 Jun 2023
Privacy and Fairness in Federated Learning: on the Perspective of Trade-off Huiqiang Chen Tianqing Zhu Tao Zhang Wanlei Zhou Philip S. Yu FedML 29 43 0 25 Jun 2023
TrustGPT: A Benchmark for Trustworthy and Responsible Large Language Models Yue Huang Qihui Zhang Philip S. Y Lichao Sun 18 46 0 20 Jun 2023
Gender Bias in Transformer Models: A comprehensive survey Praneeth Nemani Yericherla Deepak Joel Pallavi Vijay Farhana Ferdousi Liza 24 3 0 18 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
Measuring Sentiment Bias in Machine Translation Kai Hartung Aaricia Herygers Shubham Kurlekar Khabbab Zakaria Taylan Volkan Sören Gröttrup Munir Georges AI4CE 9 5 0 12 Jun 2023
Safety and Fairness for Content Moderation in Generative Models Susan Hao Piyush Kumar Sarah Laszlo Shivani Poddar Bhaktipriya Radharapu Renee Shelby EGVM 30 20 0 09 Jun 2023
Bias Against 93 Stigmatized Groups in Masked Language Models and Downstream Sentiment Classification Tasks Katelyn Mei Sonia Fereidooni Aylin Caliskan 16 45 0 08 Jun 2023
Are fairness metric scores enough to assess discrimination biases in machine learning? Fanny Jourdan Laurent Risser Jean-Michel Loubes Nicholas M. Asher FaML 14 5 0 08 Jun 2023
Towards Coding Social Science Datasets with Language Models Anonymous Acl Taylor Sorensen Lisa P. Argyle Ethan C. Busby Nancy Fulda Joshua R Gubler David Wingate ALM SyDa 32 10 0 03 Jun 2023
infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-information Jaehyung Kim Yekyung Kim Karin de Langis Jinwoo Shin Dongyeop Kang 17 1 0 30 May 2023
Detecting and Mitigating Indirect Stereotypes in Word Embeddings Erin E. George Joyce A. Chew Deanna Needell 24 0 0 23 May 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
BiasAsker: Measuring the Bias in Conversational AI System Yuxuan Wan Wenxuan Wang Pinjia He Jiazhen Gu Haonan Bai Michael Lyu 29 67 0 21 May 2023
CHBias: Bias Evaluation and Mitigation of Chinese Conversational Language Models Jiaxu Zhao Meng Fang Zijing Shi Yitong Li Ling-Hao Chen Mykola Pechenizkiy 22 20 0 18 May 2023
ChatGPT Perpetuates Gender Bias in Machine Translation and Ignores Non-Gendered Pronouns: Findings across Bengali and Five other Low-Resource Languages Sourojit Ghosh Aylin Caliskan 33 69 0 17 May 2023
Think Twice: Measuring the Efficiency of Eliminating Prediction Shortcuts of Question Answering Models Lukávs Mikula Michal vStefánik Marek Petrovivc Petr Sojka 33 3 0 11 May 2023
Davinci the Dualist: the mind-body divide in large language models and in human learners I. Berent Alexzander Sansiveri AI4CE VLM 21 0 0 10 May 2023
Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language Models Emilio Ferrara SILM 27 247 0 07 Apr 2023
Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling Stella Biderman Hailey Schoelkopf Quentin G. Anthony Herbie Bradley Kyle O'Brien ... USVSN Sai Prashanth Edward Raff Aviya Skowron Lintang Sutawika Oskar van der Wal 36 1,174 0 03 Apr 2023
She Elicits Requirements and He Tests: Software Engineering Gender Bias in Large Language Models Christoph Treude Hideaki Hata 12 19 0 17 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 36 11 0 16 Mar 2023