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political bia

54 papers

Papers

Bias in the East, Bias in the West: A Bilingual Analysis of LLM Political Bias on U.S.- and China-Related Issues EACL 2026 Democratic or Authoritarian? Probing a New Dimension of Political Biases in Large Language Models EACL 2026 Framing Political Bias in Multilingual LLMs Across Pakistani Languages ACL 2026 Language Matters: Target-Language Supervision for Political Bias Detection in Turkish News EACL 2026 News Credibility Assessment by LLMs and Humans: Implications for Political Bias EACL 2026 The Hidden Bias: A Study on Explicit and Implicit Political Stereotypes in Large Language Models EACL 2026 When Bigger Isn’t Better: A Comprehensive Fairness Evaluation of Political Bias in Multi-News Summarisation ACL 2026 A Detailed Factor Analysis for the Political Compass Test: Navigating Ideologies of Large Language Models IJCNLP 2025 Algorithmic Fidelity of Large Language Models in Generating Synthetic German Public Opinions: A Case Study ACL 2025 Analyzing Political Bias in LLMs via Target-Oriented Sentiment Classification ACL 2025 Assessing Reliability and Political Bias In LLMs’ Judgements of Formal and Material Inferences With Partisan Conclusions ACL 2025 Auditing Political Bias in Text Generation by GPT-4 using Sociocultural and Demographic Personas: Case of Bengali Ethnolinguistic Communities AACL 2025 Better Aligned with Survey Respondents or Training Data? Unveiling Political Leanings of LLMs on U.S. Supreme Court Cases ACL 2025 Bias Amplification: Large Language Models as Increasingly Biased Media IJCNLP 2025 Biased LLMs can Influence Political Decision-Making ACL 2025 Do language models practice what they preach? Examining language ideologies about gendered language reform encoded in LLMs COLING 2025 Echoes of Agreement: Argument Driven Sycophancy in Large Language models EMNLP 2025 Evaluating Credibility and Political Bias in LLMs for News Outlets in Bangladesh ACL 2025 Fair or Framed? Political Bias in News Articles Generated by LLMs EMNLP 2025 Investigating Bias in LLM-Based Bias Detection: Disparities between LLMs and Human Perception COLING 2025 Leveraging In-Context Learning for Political Bias Testing of LLMs ACL 2025 Measuring and Mitigating Media Outlet Name Bias in Large Language Models EMNLP 2025 Media Source Matters More Than Content: Unveiling Political Bias in LLM-Generated Citations EMNLP 2025 Multilingual Political Views of Large Language Models: Identification and Steering IJCNLP 2025 Navigating the Political Compass: Evaluating Multilingual LLMs across Languages and Nationalities ACL 2025