bias evaluation

An External Fairness Evaluation of LinkedIn Talent Search AAAI 2026 Different Time, Different Language: Revisiting the Bias Against Non-Native Speakers in GPT Detectors EACL 2026 Evaluating the Effect of Retrieval Augmentation on Social Biases EACL 2026 Framing Political Bias in Multilingual LLMs Across Pakistani Languages ACL 2026 Investigating Gender Stereotypes in Large Language Models via Social Determinants of Health EACL 2026 LLM Targeted Underperformance Disproportionately Impacts Vulnerable Users AAAI 2026 Quantifying Metric and Model Agreement in Bias Evaluation of Large Language Models ACL 2026 SPAGBias: Uncovering and Tracing Structured Spatial Gender Bias in Large Language Models ACL 2026 VIGNETTE: Socially Grounded Bias Evaluation for Vision-Language Models ACL 2026 Adapting Bias Evaluation to Domain Contexts using Generative Models EMNLP 2025 AesBiasBench: Evaluating Bias and Alignment in Multimodal Language Models for Personalized Image Aesthetic Assessment EMNLP 2025 Are Bias Evaluation Methods Biased ? ACL 2025 Assumed Identities: Quantifying Gender Bias in Machine Translation of Gender-Ambiguous Occupational Terms EMNLP 2025 BanStereoSet: A Dataset to Measure Stereotypical Social Biases in LLMs for Bangla ACL 2025 Bias in Language Models: Beyond Trick Tests and Towards RUTEd Evaluation ACL 2025 Bias in the Mirror : Are LLMs opinions robust to their own adversarial attacks ACL 2025 CEB: Compositional Evaluation Benchmark for Fairness in Large Language Models ICLR 2025 Does Liking Yellow Imply Driving a School Bus? Semantic Leakage in Language Models NAACL 2025 Does the Emotional Understanding of LVLMs Vary Under High-Stress Environments and Across Different Demographic Attributes? ACL 2025 EtiCor++: Towards Understanding Etiquettical Bias in LLMs ACL 2025 EuroGEST: Investigating gender stereotypes in multilingual language models EMNLP 2025 Evaluating Bias in LLMs for Job-Resume Matching: Gender, Race, and Education NAACL 2025 Evaluating Human Perception and Bias in AI-Generated Humor COLING 2025 Exploring Changes in Nation Perception with Nationality-Assigned Personas in LLMs EMNLP 2025 Exploring Gender Bias in Large Language Models: An In-depth Dive into the German Language ACL 2025