refusal behavior

Beyond I’m Sorry, I Can’t: Dissecting Large-Language-Model Refusal AAAI 2026 FinHarmBench: Financial Jailbreak Benchmark and Unsupervised Safety Fine-Tuning via Refusal Steering Distillation ACL 2026 Role-Conditioned Refusals: Evaluating Access Control Reasoning in Large Language Models EACL 2026 The Unintended Trade-off of AI Alignment: Balancing Hallucination Mitigation and Safety in LLMs EACL 2026 VirtueBench: Evaluating Trustworthiness under Uncertainty in Long Video Understanding CVPR 2026 COVER: Context-Driven Over-Refusal Verification in LLMs ACL 2025 Is Your Multimodal Language Model Oversensitive to Safe Queries? ICLR 2025 Path Drift in Large Reasoning Models: How First-Person Commitments Override Safety EMNLP 2025 SCANS: Mitigating the Exaggerated Safety for LLMs via Safety-Conscious Activation Steering AAAI 2025 The Hallucination Tax of Reinforcement Finetuning EMNLP 2025 The Hidden Dimensions of LLM Alignment: A Multi-Dimensional Analysis of Orthogonal Safety Directions ICML 2025 Understanding Refusal in Language Models with Sparse Autoencoders EMNLP 2025 Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization ICLR 2025 Alignment for Honesty NeurIPS 2024 ChatGPT Doesn’t Trust Chargers Fans: Guardrail Sensitivity in Context EMNLP 2024 Navigating the OverKill in Large Language Models ACL 2024 Who's asking? User personas and the mechanics of latent misalignment NeurIPS 2024