bias detection

RAcQUEt: Unveiling the Dangers of Overlooked Referential Ambiguity in Visual LLMs EMNLP 2025 Read Between the Lines: A Benchmark for Uncovering Political Bias in Bangla News Articles AACL 2025 Red-Teaming for Uncovering Societal Bias in Large Language Models ACL 2025 Rethinking Prompt-based Debiasing in Large Language Model ACL 2025 Reward Model Perspectives: Whose Opinions Do Reward Models Reward? EMNLP 2025 ‘Rich Dad, Poor Lad’: How do Large Language Models Contextualize Socioeconomic Factors in College Admission ? EMNLP 2025 SAGED: A Holistic Bias-Benchmarking Pipeline for Language Models with Customisable Fairness Calibration COLING 2025 Seeing Race, Feeling Bias: Emotion Stereotyping in Multimodal Language Models EMNLP 2025 Seeing Symbols, Missing Cultures: Probing Vision-Language Models’ Reasoning on Fire Imagery and Cultural Meaning EMNLP 2025 Social Bias in Large Language Models For Bangla: An Empirical Study on Gender and Religious Bias COLING 2025 Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Call Summarization EMNLP 2025 StereoDetect: Detecting Stereotypes and Anti-stereotypes the Correct Way Using Social Psychological Underpinnings EMNLP 2025 Stereotype Detection as a Catalyst for Enhanced Bias Detection: A Multi-Task Learning Approach ACL 2025 Strengths and Limitations of Word-Based Task Explainability in Vision Language Models: a Case Study on Biological Sex Biases in the Medical Domain ACL 2025 Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models ACL 2025 T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image Generation CVPR 2025 Tesla at GenAI Detection Task 2: Fast and Scalable Method for Detection of Academic Essay Authenticity COLING 2025 TFDP: Token-Efficient Disparity Audits for Autoregressive LLMs via Single-Token Masked Evaluation EMNLP 2025 The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation ACL 2025 The Lawyer That Never Thinks: Consistency and Fairness as Keys to Reliable AI ACL 2025 The Missing Cause: An Analysis of Causal Attributions in Reporting on Palestine COLING 2025 Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models ACL 2025 To Labor is Not to Suffer: Exploration of Polarity Association Bias in LLMs for Sentiment Analysis IJCNLP 2025 Towards Author-informed NLP: Mind the Social Bias EMNLP 2025 Towards Inclusive Arabic LLMs: A Culturally Aligned Benchmark in Arabic Large Language Model Evaluation COLING 2025