Latent Reasoning

I'm actively updating this list

  • Training Large Language Models to Reason in a Continuous Latent Space [paper][code]

    • FAIR at Meta, UC San Diego

  • LLM Pretraining with Continuous Concepts [paper][code]

    • FAIR at Meta, KAIST, UC San Diego

  • Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning [paper]

    • Meta AI, UC Berkeley, UCL

  • Scalable Language Models with Posterior Inference of Latent Thought Vectors [paper]

    • UCLA, Lambda Inc, Salesforce Research, KUNGFU.AI

  • Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach [paper]

    • Tübingen AI Center, University of Maryland, College Park, Lawrence Livermore National Laboratory.

  • Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking [paper]

    • CAS, Baidu, Beijing Normal University

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