bias detection

Analysing LLM Persona Generation and Fairness Interpretation in Polarised Geopolitical Contexts EACL 2026 Argumentative Debates for Transparent Bias Detection AAAI 2026 “As Eastern Powers, I Will Veto.”: An Investigation of Nation-Level Bias of Large Language Models in International Relations AAAI 2026 Attribution-Guided Multi-Object Hallucination and Bias Detection in Vision-Language Models EACL 2026 Beyond Bias Scores: Unmasking Vacuous Neutrality in Small Language Models EACL 2026 Bias Association Discovery Framework for Open-Ended LLM Generations AAAI 2026 Bias in the Ear of the Listener: Assessing Sensitivity in Audio Language Models Across Linguistic, Demographic, and Positional Variations EACL 2026 Detecting Subtle Biases: An Ethical Lens on Underexplored Areas in AI Language Models Biases EACL 2026 Don’t Judge Code by Its Cover: Exploring Biases in LLM Judges for Code Evaluation EACL 2026 Do Psychometric Tests Work for Large Language Models? Evaluation of Tests on Sexism, Racism, and Morality EACL 2026 Hire Your Anthropologist! Rethinking Culture Benchmarks Through an Anthropological Lens EACL 2026 LLM BiasScope: A Real-Time Bias Analysis Platform for Comparative LLM Evaluation EACL 2026 NewsLensAI: NER-Guided Summarization for Mitigating Hallucination and Bias in LLM-Based News Summaries (Student Abstract) AAAI 2026 Safety of Large Language Models Beyond English: A Systematic Literature Review of Risks, Biases, and Safeguards EACL 2026 SCALEX: Scalable Concept and Latent Exploration for Diffusion Models WACV 2026 Silenced Biases: The Dark Side LLMs Learned to Refuse AAAI 2026 Teaching and Critiquing Conceptualization and Operationalization in NLP EACL 2026 Towards an Ontology-Driven Approach to Document Bias (Abstract Reprint) AAAI 2026 “Yuki Gets Sushi, David Gets Steak?”: Uncovering Gender and Racial Biases in LLM-Based Meal Recommendations EACL 2026 Ableism, Ageism, Gender, and Nationality bias in Norwegian and Multilingual Language Models ACL 2025 A Closer Look at Bias and Chain-of-Thought Faithfulness of Large (Vision) Language Models EMNLP 2025 A Comprehensive Framework to Operationalize Social Stereotypes for Responsible AI Evaluations EMNLP 2025 Africa Health Check: Probing Cultural Bias in Medical LLMs EMNLP 2025 AI Tools Can Generate Misculture Visuals! Detecting Prompts Generating Misculture Visuals For Prevention ACL 2025 “All that Glitters”: Techniques for Evaluations with Unreliable Model and Human Annotations NAACL 2025