bias detection

Culture is Everywhere: A Call for Intentionally Cultural Evaluation EMNLP 2025 Curse of Knowledge: Your Guidance and Provided Knowledge are biasing LLM Judges in Complex Evaluation EMNLP 2025 DECASTE: Unveiling Caste Stereotypes in Large Language Models Through Multi-Dimensional Bias Analysis IJCAI 2025 Decoding Fatphobia: Examining Anti-Fat and Pro-Thin Bias in AI-Generated Images NAACL 2025 Detecting Bias and Intersectional Bias in Italian Word Embeddings and Language Models ACL 2025 Detecting Hyperpartisanship and Rhetorical Bias in Climate Journalism: A Sentence-Level Italian Dataset ACL 2025 Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems COLING 2025 ELAB: Extensive LLM Alignment Benchmark in Persian Language ACL 2025 EnDive: A Cross-Dialect Benchmark for Fairness and Performance in Large Language Models EMNLP 2025 EtiCor++: Towards Understanding Etiquettical Bias in LLMs ACL 2025 EuroGEST: Investigating gender stereotypes in multilingual language models EMNLP 2025 Examining Alignment of Large Language Models through Representative Heuristics: the case of political stereotypes ICLR 2025 F²Bench: An Open-ended Fairness Evaluation Benchmark for LLMs with Factuality Considerations EMNLP 2025 (Fact) Check Your Bias ACL 2025 FairI Tales: Evaluation of Fairness in Indian Contexts with a Focus on Bias and Stereotypes ACL 2025 Fairness-Aware Interactive Target Variable Definition IJCAI 2025 Fair or Framed? Political Bias in News Articles Generated by LLMs EMNLP 2025 Fine-Tuned LLMs are “Time Capsules” for Tracking Societal Bias Through Books NAACL 2025 FLEX: A Benchmark for Evaluating Robustness of Fairness in Large Language Models NAACL 2025 From civility to parity: Marxist-feminist ethics for context-aware algorithmic content moderation ACL 2025 Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models ACL 2025 Gender Representation Bias Analysis in LLM-Generated Czech and Slovenian Texts ACL 2025 HEARTS: A Holistic Framework for Explainable, Sustainable and Robust Text Stereotype Detection IJCNLP 2025 How Can We Diagnose and Treat Bias in Large Language Models for Clinical Decision-Making? NAACL 2025 Human-Centered Disability Bias Detection in Large Language Models AACL 2025