bias detection

Amplifying Trans and Nonbinary Voices: A Community-Centred Harm Taxonomy for LLMs ACL 2025 Analyzing Political Bias in LLMs via Target-Oriented Sentiment Classification ACL 2025 An Ethical Dataset from Real-World Interactions Between Users and Large Language Models IJCAI 2025 A Rapid Test for Accuracy and Bias of Face Recognition Technology WACV 2025 Are LLMs (Really) Ideological? An IRT-based Analysis and Alignment Tool for Perceived Socio-Economic Bias in LLMs ACL 2025 Are you sure? Measuring models bias in content moderation through uncertainty EMNLP 2025 ArGAN: Arabic Gender, Ability, and Nationality Dataset for Evaluating Biases in Large Language Models ACL 2025 Assessing Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks ACL 2025 Assessing Gender Bias of Pretrained Bangla Language Models in STEM and SHAPE Fields ACL 2025 Attention IoU: Examining Biases in CelebA using Attention Maps CVPR 2025 BanStereoSet: A Dataset to Measure Stereotypical Social Biases in LLMs for Bangla ACL 2025 Beyond Spatial Explanations: Explainable Face Recognition in the Frequency Domain WACV 2025 Bias Analysis and Mitigation through Protected Attribute Detection and Regard Classification EMNLP 2025 Bias Attribution in Filipino Language Models: Extending a Bias Interpretability Metric for Application on Agglutinative Languages ACL 2025 Bias Detection in Media: Traditional Models vs. Transformers in Analyzing Social Media Coverage of the Israeli-Gaza Conflict COLING 2025 BiasGuard: A Reasoning-Enhanced Bias Detection Tool for Large Language Models ACL 2025 Bias in Danish Medical Notes: Infection Classification of Long Texts Using Transformer and LSTM Architectures Coupled with BERT NAACL 2025 Blinded by Context: Unveiling the Halo Effect of MLLM in AI Hiring ACL 2025 Blind Men and the Elephant: Diverse Perspectives on Gender Stereotypes in Benchmark Datasets EMNLP 2025 Brown Like Chocolate: How Vision-Language Models Associate Skin Tone with Food Colors EMNLP 2025 Can Large Language Models Differentiate Harmful from Argumentative Essays? Steps Toward Ethical Essay Scoring COLING 2025 Can You Trick the Grader? Adversarial Persuasion of LLM Judges EMNLP 2025 Classifier-to-Bias: Toward Unsupervised Automatic Bias Detection for Visual Classifiers CVPR 2025 CoBia: Constructed Conversations Can Trigger Otherwise Concealed Societal Biases in LLMs EMNLP 2025 Counterfactual Token Generation in Large Language Models CLeaR 2025