Yin-Long Xu

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

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 barriers to efficiency. While implicit reasoning in continuous latent spaces offers a promising alternative, ex...