racial bia

A Tale of Two Identities: An Ethical Audit of AI-Crafted Synthetic Personas AAAI 2026 Measuring and Mitigating Racial Bias in Embedding Models: A Comparative Study for Law Enforcement Retrieval ACL 2026 Thesis Proposal: Auditing and Mitigating Demographic Bias in Multi-Stage Retrieval Systems for Criminal Justice Applications ACL 2026 Aligned but Blind: Alignment Increases Implicit Bias by Reducing Awareness of Race ACL 2025 Bias A-head? Analyzing Bias in Transformer-Based Language Model Attention Heads NAACL 2025 Breaking Language Barriers or Reinforcing Bias? A Study of Gender and Racial Disparities in Multilingual Contrastive Vision Language Models IJCNLP 2025 Dissecting and Mitigating Diffusion Bias via Mechanistic Interpretability CVPR 2025 FaiST: A Benchmark Dataset for Fairness in Speech Technology Interspeech 2025 Name of Thrones: How Do LLMs Rank Student Names in Status Hierarchies Based on Race and Gender? ACL 2025 Stereotype or Personalization? User Identity Biases Chatbot Recommendations ACL 2025 Thinking Racial Bias in Fair Forgery Detection: Models, Datasets and Evaluations AAAI 2025 White Men Lead, Black Women Help? Benchmarking and Mitigating Language Agency Social Biases in LLMs ACL 2025 BiasDPO: Mitigating Bias in Language Models through Direct Preference Optimization ACL 2024 Bias in News Summarization: Measures, Pitfalls and Corpora ACL 2024 Discovering and Mitigating Biases in CLIP-Based Image Editing WACV 2024 Do Large Language Models Discriminate in Hiring Decisions on the Basis of Race, Ethnicity, and Gender? ACL 2024 Examining Gender and Racial Bias in Large Vision–Language Models Using a Novel Dataset of Parallel Images EACL 2024 ImageCaptioner2: Image Captioner for Image Captioning Bias Amplification Assessment AAAI 2024 Leveraging Diffusion Perturbations for Measuring Fairness in Computer Vision AAAI 2024 Modeling Gender and Dialect Bias in Automatic Speech Recognition EMNLP 2024 To which reference class do you belong? Measuring racial fairness of reference classes with normative modeling MLHC 2024 “You Gotta be a Doctor, Lin” : An Investigation of Name-Based Bias of Large Language Models in Employment Recommendations EMNLP 2024 Bias Beyond English: Counterfactual Tests for Bias in Sentiment Analysis in Four Languages ACL 2023 Exploring Sources of Racial Bias in Automatic Speech Recognition through the Lens of Rhythmic Variation Interspeech 2023 Measuring Intersectional Biases in Historical Documents ACL 2023