self-consistency

5 papers

• A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning
• Efficiently Scaling LLM Reasoning Programs with Certaindex
• Improved Training Technique for Shortcut Models
• Majority of the Bests: Improving Best-of-N via Bootstrapping
• Scalable Best-of-N Selection for Large Language Models via Self-Certainty