self-verification

4 papers

• Generate, but Verify: Reducing Hallucination in Vision-Language Models with Retrospective Resampling
• Incentivizing LLMs to Self-Verify Their Answers
• ShorterBetter: Guiding Reasoning Models to Find Optimal Inference Length for Efficient Reasoning
• VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning