ReTreVal: Reasoning Tree with Validation and Cross-Problem Memory for Large Language Models

Abhishek HS, Pavan C Shekar, Arpit Jain +1

Every existing inference-time reasoning framework discards all failure context at problem boundaries, leaving a model solving problem 500 no wiser than it was on problem 1. We pres…