论文 Enoki: Efficient Multi-Level Hallucination Detection
论文 QVal: Cheaply Evaluating Dense Supervision Signals for Long-Horizon LLM Agents
论文 PixelEyes: Decoupling Perception and Reasoning for Pinpoint Visual Evidence Seeking
论文 UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations
论文 Navigating Sparse Evidence: Agentic Visual RAG via Explicit Context Selection and Consolidation
论文 VLA-Corrector: Lightweight Detect-and-Correct Inference for Adaptive Action Horizon