bias analysis

Better Safe Than Sorry? Overreaction Problem of Vision Language Models in Visual Emergency Recognition WACV 2026 When Do Language Models Endorse Limitations on Human Rights Principles? EACL 2026 AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset ACL 2025 A Theory of Response Sampling in LLMs: Part Descriptive and Part Prescriptive ACL 2025 Building Trust in Clinical LLMs: Bias Analysis and Dataset Transparency EMNLP 2025 Interpreting CLIP with Hierarchical Sparse Autoencoders ICML 2025 Judging It, Washing It: Scoring and Greenwashing Corporate Climate Disclosures using Large Language Models ACL 2025 What the #?*!: Disentangling Hate Across Target Identities NAACL 2025 Adaptable Moral Stances of Large Language Models on Sexist Content: Implications for Society and Gender Discourse EMNLP 2024 AgentReview: Exploring Peer Review Dynamics with LLM Agents EMNLP 2024 An Empirical Analysis on Large Language Models in Debate Evaluation ACL 2024 Born Differently Makes a Difference: Counterfactual Study of Bias in Biography Generation from a Data-to-Text Perspective ACL 2024 Cautionary Tales on Synthetic Controls in Survival Analyses CLeaR 2024 Diffusion PID: Interpreting Diffusion via Partial Information Decomposition NeurIPS 2024 Human Feedback is not Gold Standard ICLR 2024 ”So, are you a different person today?” Analyzing Bias in Questions during Parole Hearings EMNLP 2024 Unveiling Biases while Embracing Sustainability: Assessing the Dual Challenges of Automatic Speech Recognition Systems Interspeech 2024 Analyzing Bias in Large Language Model Solutions for Assisted Writing Feedback Tools: Lessons from the Feedback Prize Competition Series ACL 2023 Bias in Pruned Vision Models: In-Depth Analysis and Countermeasures CVPR 2023 Comparing Biases and the Impact of Multilingual Training across Multiple Languages EMNLP 2023 Improving Conversational Recommendation Systems via Bias Analysis and Language-Model-Enhanced Data Augmentation EMNLP 2023 Intersectional Stereotypes in Large Language Models: Dataset and Analysis EMNLP 2023 Revisiting Gradient Clipping: Stochastic bias and tight convergence guarantees ICML 2023 Super-SCOTUS: A multi-sourced dataset for the Supreme Court of the US EMNLP 2023 Unraveling Downstream Gender Bias from Large Language Models: A Study on AI Educational Writing Assistance EMNLP 2023