LoopRPT: Reinforcement Pre-Training for Looped Language Models

Guo Tang, Shixin Jiang, Heng Chang +6

Looped language models (LoopLMs) perform iterative latent computation to refine internal representations, offering a promising alternative to explicit chain-of-thought (CoT) reason…