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ENTITY latent chain-of-thought

latent chain-of-thought

PulseAugur coverage of latent chain-of-thought — every cluster mentioning latent chain-of-thought across labs, papers, and developer communities, ranked by signal.

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  1. RESEARCH · CL_228988 ·

    LLMs explore latent and composable chain-of-thought reasoning

    Researchers are exploring methods to improve large language model (LLM) reasoning capabilities beyond standard chain-of-thought (CoT) techniques. One approach involves training models on "composable CoT" data, where ato…

  2. RESEARCH · CL_99638 ·

    Latent Chain-of-Thought Supervision Analyzed via Information Theory

    Researchers have analyzed Latent Chain-of-Thought (CoT) from an information-theoretic viewpoint, identifying dual collapses in gradient attenuation and representational drift as key challenges. They propose decomposing …