Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs

8 November 2023

Vaishnavi Shrivastava

Ashish Sabharwal

Papers citing "Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs"

15 / 15 papers shown

Title
Personalisation or Prejudice? Addressing Geographic Bias in Hate Speech Detection using Debias Tuning in Large Language Models Paloma Piot Patricia Martín-Rodilla Javier Parapar 36 0 0 04 May 2025
Improving LLM Personas via Rationalization with Psychological Scaffolds Brihi Joshi Xiang Ren Swabha Swayamdipta Rik Koncel-Kedziorski Tim Paek 68 0 0 25 Apr 2025
Persona Dynamics: Unveiling the Impact of Personality Traits on Agents in Text-Based Games Seungwon Lim Seungbeen Lee Dongjun Min Youngjae Yu AI4CE 38 0 0 09 Apr 2025
Unmasking Conversational Bias in AI Multiagent Systems Erica Coppolillo Giuseppe Manco Luca Maria Aiello LLMAG 40 0 0 24 Jan 2025
LabSafety Bench: Benchmarking LLMs on Safety Issues in Scientific Labs Yujun Zhou Jingdong Yang Kehan Guo Pin-Yu Chen Tian Gao ... Tian Gao Werner Geyer Nuno Moniz Nitesh V Chawla Xiangliang Zhang 25 4 0 18 Oct 2024
LLMs are Biased Teachers: Evaluating LLM Bias in Personalized Education Iain Xie Weissburg Sathvika Anand Sharon Levy Haewon Jeong 35 1 0 17 Oct 2024
Human and LLM Biases in Hate Speech Annotations: A Socio-Demographic Analysis of Annotators and Targets Tommaso Giorgi Lorenzo Cima T. Fagni M. Avvenuti S. Cresci 18 8 0 10 Oct 2024
Speechworthy Instruction-tuned Language Models Hyundong Justin Cho Nicolaas Jedema Leonardo F. R. Ribeiro Karishma Sharma Pedro Szekely Alessandro Moschitti Ruben Janssen Jonathan May ALM 25 1 0 23 Sep 2024
LLMs generate structurally realistic social networks but overestimate political homophily Serina Chang Alicja Chaszczewicz Emma Wang Maya Josifovska Emma Pierson J. Leskovec 29 6 0 29 Aug 2024
Personality Alignment of Large Language Models Minjun Zhu Linyi Yang Yue Zhang Yue Zhang ALM 36 5 0 21 Aug 2024
Exploring Safety-Utility Trade-Offs in Personalized Language Models Anvesh Rao Vijjini Somnath Basu Roy Chowdhury Snigdha Chaturvedi 31 6 0 17 Jun 2024
Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes Damin Zhang Yi Zhang Geetanjali Bihani Julia Taylor Rayz 36 2 0 06 May 2024
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 204 1,701 0 07 Apr 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 197 2,232 0 22 Mar 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022