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Author

Xiao-Yu Shen

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#artificial intelligence Preprint Sep 2026

Action Shaping: Policies Absorb What They Can Express

Action shaping gains the counterpart of the shaping theorem, a condition for absorption, together with the mechanism behind it and a diagnostic that reads it, together with the mechanism behind it and a diagnostic that reads it.

Yan-Jun Chen, Jing-Han Wang, Xiao-Yu Shen et al. · 0 citations
#natural language process... Review May 2025

Reasoning Beyond Language: A Comprehensive Survey on Latent Chain-of-Thought Reasoning

This paper aims to present a comprehensive overview of this emerging paradigm and establish a systematic taxonomy of latent CoT methods, categorizing them from token-wise horizontal approaches to layer-wise vertical strategies.

Xinghao Chen, Anhao Zhao, He-Ming Xia et al. · 57 citations · ⚡3

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