Generative Language Models Exhibit Social Identity Biases

24 October 2023

Papers citing "Generative Language Models Exhibit Social Identity Biases"

31 / 31 papers shown

Title
Reproducibility Study of "Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents" Pedro M. P. Curvo Mara Dragomir Salvador Torpes Mohammadmahdi Rahimi LLMAG 16 0 0 14 May 2025
Performance Gains of LLMs With Humans in a World of LLMs Versus Humans Lucas McCullum Pelagie Ami Agassi Leo Anthony Celi Daniel K. Ebner Chrystinne Oliveira Fernandes Rachel S. Hicklen Mkliwa Koumbia Lisa Soleymani Lehmann David Restrepo 21 0 0 13 May 2025
Systematic Bias in Large Language Models: Discrepant Response Patterns in Binary vs. Continuous Judgment Tasks Yi-Long Lu C. Zhang Wei Wang 34 0 0 28 Apr 2025
An Evaluation of Cultural Value Alignment in LLM Nicholas Sukiennik Chen Gao Fengli Xu Yongqian Li 29 0 0 11 Apr 2025
The Mind in the Machine: A Survey of Incorporating Psychological Theories in LLMs Zizhou Liu Ziwei Gong Lin Ai Zheng Hui Run Chen Colin Wayne Leach Michelle R. Greene Julia Hirschberg LLMAG 147 0 0 28 Mar 2025
R.U.Psycho? Robust Unified Psychometric Testing of Language Models Julian Schelb Orr Borin David Garcia Andreas Spitz 37 0 0 13 Mar 2025
PolyPythias: Stability and Outliers across Fifty Language Model Pre-Training Runs Oskar van der Wal Pietro Lesci Max Muller-Eberstein Naomi Saphra Hailey Schoelkopf Willem H. Zuidema Stella Biderman LRM 61 0 0 12 Mar 2025
Biases in Large Language Model-Elicited Text: A Case Study in Natural Language Inference Grace Proebsting Adam Poliak 55 0 0 06 Mar 2025
Human Preferences for Constructive Interactions in Language Model Alignment Yara Kyrychenko Jon Roozenbeek Brandon Davidson S. V. D. Linden Ramit Debnath 46 0 0 05 Mar 2025
Language Models Predict Empathy Gaps Between Social In-groups and Out-groups Yu Hou Hal Daumé III Rachel Rudinger 39 2 0 02 Mar 2025
C3AI: Crafting and Evaluating Constitutions for Constitutional AI Yara Kyrychenko Ke Zhou Edyta Bogucka Daniele Quercia ELM 45 3 0 21 Feb 2025
Revealing Bias Formation in Deep Neural Networks Through the Geometric Mechanisms of Human Visual Decoupling Yanbiao Ma Bowei Liu Boyuan Gao Wei-Ming Dai Jiayi Chen Shuo Li AI4CE 66 0 0 17 Feb 2025
ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning Wonduk Seo Zonghao Yuan Yi Bu VLM 48 1 0 02 Jan 2025
How far can bias go? -- Tracing bias from pretraining data to alignment Marion Thaler Abdullatif Köksal Alina Leidinger Anna Korhonen Hinrich Schutze 71 0 0 28 Nov 2024
Are Large Language Models Ready for Travel Planning? Ruiping Ren Xing Yao Shu Cole Haining Wang 23 0 0 22 Oct 2024
The Dynamics of Social Conventions in LLM populations: Spontaneous Emergence, Collective Biases and Tipping Points Ariel Flint Ashery L. Aiello Andrea Baronchelli AI4CE 45 2 0 11 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 42 9 0 10 Oct 2024
Can LLM be a Personalized Judge? Yijiang River Dong Tiancheng Hu Nigel Collier ELM 42 35 0 17 Jun 2024
GPT-ology, Computational Models, Silicon Sampling: How should we think about LLMs in Cognitive Science? Desmond C. Ong 46 3 0 13 Jun 2024
A Robot Walks into a Bar: Can Language Models Serve as Creativity Support Tools for Comedy? An Evaluation of LLMs' Humour Alignment with Comedians Piotr Wojciech Mirowski Juliette Love K. Mathewson Shakir Mohamed 32 20 0 31 May 2024
WildChat: 1M ChatGPT Interaction Logs in the Wild Wenting Zhao Xiang Ren Jack Hessel Claire Cardie Yejin Choi Yuntian Deng 44 174 0 02 May 2024
Gemma: Open Models Based on Gemini Research and Technology Gemma Team Gemma Team Thomas Mesnard Cassidy Hardin Robert Dadashi Surya Bhupatiraju ... Armand Joulin Noah Fiedel Evan Senter Alek Andreev Kathleen Kenealy VLM LLMAG 131 431 0 13 Mar 2024
Quantifying the Persona Effect in LLM Simulations Tiancheng Hu Nigel Collier 33 52 0 16 Feb 2024
I Am Not Them: Fluid Identities and Persistent Out-group Bias in Large Language Models Wenchao Dong Assem Zhunis Hyojin Chin Jiyoung Han Meeyoung Cha 30 2 0 16 Feb 2024
Systematic Biases in LLM Simulations of Debates Amir Taubenfeld Yaniv Dover Roi Reichart Ariel Goldstein 33 49 0 06 Feb 2024
Do LLM Agents Exhibit Social Behavior? Yan Leng Yuan Yuan LLMAG 36 34 0 23 Dec 2023
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 232 1,742 0 07 Apr 2023
CommunityLM: Probing Partisan Worldviews from Language Models Hang Jiang Doug Beeferman Brandon Roy Dwaipayan Roy 96 31 0 15 Sep 2022
Mitigating Language-Dependent Ethnic Bias in BERT Jaimeen Ahn Alice H. Oh 139 91 0 13 Sep 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 256 1,996 0 31 Dec 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 246 4,489 0 23 Jan 2020