Measuring Political Bias in Large Language Models: What Is Said and How It Is Said

27 March 2024

Papers citing "Measuring Political Bias in Large Language Models: What Is Said and How It Is Said"

21 / 21 papers shown

Title
Probing the Subtle Ideological Manipulation of Large Language Models Demetris Paschalides G. Pallis M. Dikaiakos 34 0 0 19 Apr 2025
Through the LLM Looking Glass: A Socratic Self-Assessment of Donkeys, Elephants, and Markets Molly Kennedy Ayyoob Imani Timo Spinde Hinrich Schütze 55 1 0 20 Mar 2025
Linear Representations of Political Perspective Emerge in Large Language Models Junsol Kim James Evans Aaron Schein 77 2 0 03 Mar 2025
A Cautionary Tale About "Neutrally" Informative AI Tools Ahead of the 2025 Federal Elections in Germany Ina Dormuth Sven Franke Marlies Hafer Tim Katzke Alexander Marx Emmanuel Müller Daniel Neider Markus Pauly Jérôme Rutinowski 57 0 0 21 Feb 2025
Hope vs. Hate: Understanding User Interactions with LGBTQ+ News Content in Mainstream US News Media through the Lens of Hope Speech Jonathan Pofcher Christopher Homan Randall Sell Ashiqur R. KhudaBukhsh 96 0 0 13 Feb 2025
Unmasking Conversational Bias in AI Multiagent Systems Simone Mungari Giuseppe Manco Luca Maria Aiello LLMAG 56 0 0 24 Jan 2025
Beyond Partisan Leaning: A Comparative Analysis of Political Bias in Large Language Models Kaiqi Yang Hang Li Yucheng Chu Hang Li Tai-Quan Peng Yuping Lin Hui Liu 85 0 0 21 Dec 2024
MGM: Global Understanding of Audience Overlap Graphs for Predicting the Factuality and the Bias of News Media Muhammad Arslan Manzoor Ruihong Zeng Dilshod Azizov Preslav Nakov Shangsong Liang 79 0 0 12 Dec 2024
PRISM: A Methodology for Auditing Biases in Large Language Models Leif Azzopardi Yashar Moshfeghi 31 0 0 24 Oct 2024
Large Language Models Engineer Too Many Simple Features For Tabular Data Jaris Küken Lennart Purucker Frank Hutter 194 2 0 23 Oct 2024
ComPO: Community Preferences for Language Model Personalization Sachin Kumar Chan Young Park Yulia Tsvetkov Noah A. Smith Hannaneh Hajishirzi 37 5 0 21 Oct 2024
Bias in the Mirror: Are LLMs opinions robust to their own adversarial attacks ? Virgile Rennard Christos Xypolopoulos Michalis Vazirgiannis AAML 29 0 0 17 Oct 2024
AI Can Be Cognitively Biased: An Exploratory Study on Threshold Priming in LLM-Based Batch Relevance Assessment Nuo Chen Jiqun Liu Xiaoyu Dong Qijiong Liu Tetsuya Sakai Xiao-Ming Wu 32 10 0 24 Sep 2024
On the Relationship between Truth and Political Bias in Language Models S. Fulay William Brannon Shrestha Mohanty Cassandra Overney Elinor Poole-Dayan Deb Roy Jad Kabbara HILM 29 2 0 09 Sep 2024
Revealing Fine-Grained Values and Opinions in Large Language Models Dustin Wright Arnav Arora Nadav Borenstein Srishti Yadav Serge J. Belongie Isabelle Augenstein 41 1 0 27 Jun 2024
Aligning Large Language Models with Diverse Political Viewpoints Dominik Stammbach Philine Widmer Eunjung Cho Çağlar Gülçehre Elliott Ash 45 3 0 20 Jun 2024
The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models Bolei Ma Xinpeng Wang Tiancheng Hu Anna Haensch Michael A. Hedderich Barbara Plank Frauke Kreuter ALM 37 2 0 16 Jun 2024
The Political Preferences of LLMs David Rozado 38 36 0 02 Feb 2024
Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable Survey Sachin Kumar Vidhisha Balachandran Lucille Njoo Antonios Anastasopoulos Yulia Tsvetkov ELM 77 85 0 14 Oct 2022
Neural Media Bias Detection Using Distant Supervision With BABE -- Bias Annotations By Experts Timo Spinde Manuel Plank Jan-David Krieger Terry Ruas Bela Gipp Akiko Aizawa 27 68 0 29 Sep 2022
"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset Eric Michael Smith Melissa Hall Melanie Kambadur Eleonora Presani Adina Williams 79 130 0 18 May 2022