I Am Not Them: Fluid Identities and Persistent Out-group Bias in Large
Language Models

I Am Not Them: Fluid Identities and Persistent Out-group Bias in Large Language Models

16 February 2024

ArXiv (abs)PDF HTML

Papers citing "I Am Not Them: Fluid Identities and Persistent Out-group Bias in Large Language Models"

17 / 17 papers shown

Title
"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 116 195 0 13 Oct 2023
Shaping the Emerging Norms of Using Large Language Models in Social Computing Research Hong Shen Tianshi Li Toby Jia-Jun Li J. Park Diyi Yang 76 37 0 09 Jul 2023
Multilingual Language Models are not Multicultural: A Case Study in Emotion Shreya Havaldar Sunny Rai Bhumika Singhal Langchen Liu Langchen Liu Sharath Chandra Guntuku Lyle Ungar 104 61 0 03 Jul 2023
ChatGPT Is More Likely to Be Perceived as Male Than Female Jared Wong Jin Kim DeLMO 40 13 0 21 May 2023
Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language Models Emilio Ferrara SILM 111 262 0 07 Apr 2023
Towards Interpretable Mental Health Analysis with Large Language Models Kailai Yang Shaoxiong Ji Tianlin Zhang Qianqian Xie Zi-Zhou Kuang Sophia Ananiadou ELM AI4MH LRM 92 61 0 06 Apr 2023
Whose Opinions Do Language Models Reflect? Shibani Santurkar Esin Durmus Faisal Ladhak Cinoo Lee Percy Liang Tatsunori Hashimoto 86 446 0 30 Mar 2023
The Myth of Culturally Agnostic AI Models E. Cetinic DiffM VLM 33 11 0 28 Nov 2022
Picking on the Same Person: Does Algorithmic Monoculture lead to Outcome Homogenization? Rishi Bommasani Kathleen A. Creel Ananya Kumar Dan Jurafsky Percy Liang 78 88 0 25 Nov 2022
Out of One, Many: Using Language Models to Simulate Human Samples Lisa P. Argyle Ethan C. Busby Nancy Fulda Joshua R Gubler Christopher Rytting David Wingate SyDa 103 602 0 14 Sep 2022
In conversation with Artificial Intelligence: aligning language models with human values Atoosa Kasirzadeh Iason Gabriel 118 105 0 01 Sep 2022
Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies Gati Aher RosaI. Arriaga Adam Tauman Kalai 134 404 0 18 Aug 2022
Human heuristics for AI-generated language are flawed Maurice Jakesch Jeffrey T. Hancock Mor Naaman DeLMO 85 189 0 15 Jun 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 900 13,228 0 04 Mar 2022
Mitigating Political Bias in Language Models Through Reinforced Calibration Ruibo Liu Chenyan Jia Jason W. Wei Guangxuan Xu Lili Wang Soroush Vosoughi 71 99 0 30 Apr 2021
How Can We Know What Language Models Know? Zhengbao Jiang Frank F. Xu Jun Araki Graham Neubig KELM 156 1,413 0 28 Nov 2019
Quantifying Search Bias: Investigating Sources of Bias for Political Searches in Social Media Juhi Kulshrestha Motahhare Eslami Johnnatan Messias Muhammad Bilal Zafar Saptarshi Ghosh Krishna P. Gummadi Karrie Karahalios 83 224 0 05 Apr 2017