bias measurement

Ask Me Again Differently: GRAS for Measuring Bias in Vision Language Models on Gender, Race, Age, and Skin Tone EACL 2026 7 Points to Tsinghua but 10 Points to ? Assessing Large Language Models in Agentic Multilingual National Bias ACL 2025 Africa Health Check: Probing Cultural Bias in Medical LLMs EMNLP 2025 Blind Men and the Elephant: Diverse Perspectives on Gender Stereotypes in Benchmark Datasets EMNLP 2025 Causally Testing Gender Bias in LLMs: A Case Study on Occupational Bias NAACL 2025 Characterizing Positional Bias in Large Language Models: A Multi-Model Evaluation of Prompt Order Effects EMNLP 2025 Debiasing Static Embeddings for Hate Speech Detection ACL 2025 Filipino Benchmarks for Measuring Sexist and Homophobic Bias in Multilingual Language Models from Southeast Asia COLING 2025 GENDER1PERSON: Test Suite for Estimating Gender Bias of First-person Singular Forms EMNLP 2025 Gender Bias in Large Language Models across Multiple Languages: A Case Study of ChatGPT NAACL 2025 Lost in Translation: Benchmarking Commercial Machine Translation Models for Dyslexic-Style Text ACL 2025 Multilingual Large Language Models Leak Human Stereotypes across Language Boundaries ACL 2025 Only a Little to the Left: A Theory-grounded Measure of Political Bias in Large Language Models ACL 2025 Quantifying Misattribution Unfairness in Authorship Attribution ACL 2025 Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models ACL 2025 Tuning Into Bias: A Computational Study of Gender Bias in Song Lyrics NAACL 2025 VisBias: Measuring Explicit and Implicit Social Biases in Vision Language Models EMNLP 2025 What’s Not Said Still Hurts: A Description-Based Evaluation Framework for Measuring Social Bias in LLMs EMNLP 2025 An Empirical Study on the Characteristics of Bias upon Context Length Variation for Bangla ACL 2024 Ask LLMs Directly, “What shapes your bias?”: Measuring Social Bias in Large Language Models ACL 2024 Bias in News Summarization: Measures, Pitfalls and Corpora ACL 2024 How Gender Interacts with Political Values: A Case Study on Czech BERT Models COLING 2024 Leveraging Diffusion Perturbations for Measuring Fairness in Computer Vision AAAI 2024 Measuring Political Bias in Large Language Models: What Is Said and How It Is Said ACL 2024 Unpacking Bias: An Empirical Study of Bias Measurement Metrics, Mitigation Algorithms, and Their Interactions COLING 2024