Mohammad Mahdi Khalili

From Emergence to Control: Probing and Modulating Self-Reflection in Language Models

2025 · arXiv (Cornell University)

Self-reflection -- the ability of a large language model (LLM) to revisit, evaluate, and revise its own reasoning -- has recently emerged as a powerful behavior enabled by reinforcement learning with verifiable rewards (RLVR). While …