Reasoning by Superposition: A Theoretical Perspective on Chain of Continuous Thought

v1v2 (latest)

Reasoning by Superposition: A Theoretical Perspective on Chain of Continuous Thought

18 May 2025

ArXiv (abs)PDF HTML

Papers citing "Reasoning by Superposition: A Theoretical Perspective on Chain of Continuous Thought"

4 / 4 papers shown

Title
A Little Depth Goes a Long Way: The Expressive Power of Log-Depth Transformers William Merrill Ashish Sabharwal 102 10 0 05 Mar 2025
Spectral Journey: How Transformers Predict the Shortest Path Andrew Cohen Andrey Gromov Kaiyu Yang Yuandong Tian 63 3 0 12 Feb 2025
GSM-Infinite: How Do Your LLMs Behave over Infinitely Increasing Context Length and Reasoning Complexity? Yang Zhou Hongyi Liu Zhuoming Chen Yuandong Tian Beidi Chen LRM 112 14 0 07 Feb 2025
Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning DiJia Su Hanlin Zhu Yingchen Xu Jiantao Jiao Yuandong Tian Qinqing Zheng LRM 134 22 0 05 Feb 2025