"Im not Racist but...": Discovering Bias in the Internal Knowledge of
Large Language Models

"Im not Racist but...": Discovering Bias in the Internal Knowledge of Large Language Models

13 October 2023

Robert McCormack

Fred Morstatter

Papers citing ""Im not Racist but...": Discovering Bias in the Internal Knowledge of Large Language Models"

10 / 10 papers shown

Title
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
Generative AI Carries Non-Democratic Biases and Stereotypes: Representation of Women, Black Individuals, Age Groups, and People with Disability in AI-Generated Images across Occupations Ayoob Sadeghiani 19 0 0 20 Sep 2024
LIDAO: Towards Limited Interventions for Debiasing (Large) Language Models Tianci Liu Haoyu Wang Shiyang Wang Yu Cheng Jing Gao ALM 30 0 0 01 Jun 2024
Search Engines Post-ChatGPT: How Generative Artificial Intelligence Could Make Search Less Reliable Shahan Ali Memon Jevin D. West 24 6 0 18 Feb 2024
Crawling the Internal Knowledge-Base of Language Models Roi Cohen Mor Geva Jonathan Berant Amir Globerson 173 76 0 30 Jan 2023
Quantifying Social Biases Using Templates is Unreliable P. Seshadri Pouya Pezeshkpour Sameer Singh 51 33 0 09 Oct 2022
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick Sahana Udupa Hinrich Schütze 257 374 0 28 Feb 2021
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 206 616 0 03 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 406 2,584 0 03 Sep 2019
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 294 4,203 0 23 Aug 2019