共计 237 篇文章
2026
TraceDet： Hallucination Detection from the Decoding Trace of Diffusion Large Language Models
Hallucination Begins Where Saliency Drops
REACT：SYNERGIZING REASONING AND ACTING IN LANGUAGE MODELS
RAGLens： Toward Faithful Retrieval-Augmented Generation with Sparse Autoencoders
Why Steering Works：Toward a Unified View of Language Model Parameter Dynamics
LLM-VA： Resolving the Jailbreak-Overrefusal Trade-off via Vector Alignment
AlphaSteer： Learning Refusal Steering with Principled Null-Space Constraint
FRAUDAR： Bounding Graph Fraud in the Face of Camouflage
DiffuGuard： How Intrinsic Safety is Lost and Found in Diffusion Large Language Models
One-shot Optimized Steering Vector for Hallucination Mitigation for VLMs