共计 337 篇文章
2026
Neural Uncertainty Principle： A Unified View of Adversarial Fragility and LLM Hallucination
DynHD： Hallucination Detection for Diffusion Large Language Models via Denoising Dynamics Deviation Learnig
Attention MoA
Locate-then-Sparsify： Attribution Guided Sparse Strategy for Visual Hallucination Mitigation
Fighting Hallucinations with Counterfactuals： Diffusion-Guided Perturbations for LVLM Hallucination Suppression
Efficient Refusal Ablation in LLM through Optimal Transport
The Assistant Axis： Situating and Stabilizing the Default Persona of Language Model
Why LVLMs Are More Prone to Hallucinations in Longer Responses： The Role of Context
HALP： Detecting Hallucinations in Vision-Language Models without Generating a Single Token
Lyapunov Probes for Hallucination Detection in Large Foundation Models