Data

Tools

Indexes

Applications

Experiments

Awesome

An open API service indexing awesome lists of open source software.

Awesome-Latent-CoT

This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.
https://github.com/EIT-NLP/Awesome-Latent-CoT

Last synced: 17 days ago
JSON representation

  • Keywords Convention

  • Papers

    • Pre-training and Continue Pre-training

      • [pdf - orange) ![](https://img.shields.io/badge/pause_tokens-blue)
      • [pdf - orange) ![](https://img.shields.io/badge/Quiet--STaR-blue)
      • [pdf - rg/recurrent-pretraining)], [[model](https://huggingface.co/tomg-group-umd/huginn-0125)], 2025.02. ![](https://img.shields.io/badge/Arxiv-orange) ![](https://img.shields.io/badge/Huggin-blue) ![](https://img.shields.io/badge/Depth_Recurrence-lightgray)
      • [pdf - orange) ![](https://img.shields.io/badge/PHD--Transformer-blue)
      • [pdf - orange) ![](https://img.shields.io/badge/Coconut-blue)
      • [pdf - orange) ![](https://img.shields.io/badge/ITT-blue)
      • [pdf - orange) ![](https://img.shields.io/badge/LTM-blue)
      • [pdf - orange) ![](https://img.shields.io/badge/BoLT-blue)

    • Analysis and Interpretability

      • [pdf - orange)
      • [pdf - orange)
      • [pdf - orange)
      • [pdf - orange)
      • [pdf - orange)
      • [pdf - orange)
      • [pdf - orange) ![](https://img.shields.io/badge/Looped_Transformers-blue)
      • [pdf - orange)
      • [pdf - orange)
      • [pdf - orange)
      • [pdf - Group/SEAL)], 2025.04. ![](https://img.shields.io/badge/Arxiv-orange)
      • [pdf - orange)
      • [pdf - bonnet/lpn)], 2024.11. ![](https://img.shields.io/badge/Arxiv-orange)
      • [pdf - orange)
      • [pdf - orange)
      • [pdf - orange)

    • Supervised-Finetuning

      • [pdf - orange) ![](https://img.shields.io/badge/CoTFormer-blue)
      • [pdf - orange)
      • [pdf - orange) ![](https://img.shields.io/badge/DoT-blue)
      • [pdf - orange) ![](https://img.shields.io/badge/ICoT-blue) ![](https://img.shields.io/badge/Stepwise_Internalization-lightgray)
      • [pdf - orange) ![](https://img.shields.io/badge/System_2_Distillation-lightgray)
      • [pdf - orange) ![](https://img.shields.io/badge/RELAY-blue)
      • [pdf - orange) ![](https://img.shields.io/badge/TwT-blue)
      • [pdf - orange) ![](https://img.shields.io/badge/planning_tokens-blue)
      • [pdf - orange) ![](https://img.shields.io/badge/filler_tokens-blue)
      • [pdf - Memory-and-Reasoning)], 2024.11. ![](https://img.shields.io/badge/Arxiv-orange)
      • [pdf - orange) ![](https://img.shields.io/badge/VQ--VAE-lightgray)
      • [pdf - orange) ![](https://img.shields.io/badge/HCoT-blue)
      • [pdf - orange) ![](https://img.shields.io/badge/Coconut-blue)
      • [pdf - orange) ![](https://img.shields.io/badge/CCoT-blue) ![](https://img.shields.io/badge/Compressed_representations-lightgray)
      • [pdf - orange) ![](https://img.shields.io/badge/SoftCoT-blue)
      • [pdf - orange) ![](https://img.shields.io/badge/LightThinker-blue)
      • [pdf - orange) ![](https://img.shields.io/badge/CODI-blue)

    • Applications

      • [pdf - COT)], 2023.12. ![](https://img.shields.io/badge/AAAI2024-orange)
      • [pdf - orange) ![](https://img.shields.io/badge/LatentLM-blue)
      • [pdf - orange) ![](https://img.shields.io/badge/Heima-blue)
      • [pdf - orange) ![](https://img.shields.io/badge/DEBATER-blue)
      • [pdf - orange) ![](https://img.shields.io/badge/ReaRec-blue)

  • Resources

Categories
Papers 46 Keywords Convention 3 Resources 1
Sub Categories
Supervised-Finetuning 17 Analysis and Interpretability 10 Pre-training and Continue Pre-training 8 Other related work or pending to be specified 7 Applications 5
Keywords
efficient-reasoning 1 chain-of-thought 1