Sep-Latent: Separator Tokens as Natural Compression Anchors for Implicit Reasoning.

arXiv:2610.22924v1 Announce Type: new Abstract: Large Language Models (LLMs) have demonstrated remarkable success in complex reasoning through explicit Chain-of-Thought (CoT), but the associated computational overhead and token verbosity remain significant bar