共计 99 篇文章

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2026

03-28

Neural Uncertainty Principle： A Unified View of Adversarial Fragility and LLM Hallucination

03-27

DynHD： Hallucination Detection for Diffusion Large Language Models via Denoising Dynamics Deviation Learnig

03-23

Attention MoA

03-22

Locate-then-Sparsify： Attribution Guided Sparse Strategy for Visual Hallucination Mitigation

03-17

Fighting Hallucinations with Counterfactuals： Diffusion-Guided Perturbations for LVLM Hallucination Suppression

03-16

Efficient Refusal Ablation in LLM through Optimal Transport

03-13

The Assistant Axis： Situating and Stabilizing the Default Persona of Language Model

03-12

Why LVLMs Are More Prone to Hallucinations in Longer Responses： The Role of Context

03-09

HALP： Detecting Hallucinations in Vision-Language Models without Generating a Single Token

03-08

Lyapunov Probes for Hallucination Detection in Large Foundation Models