Chain-of-Thought Tokens are Computer Program Variables
Fuente:
arXiv
Saved in:
| Main Authors: | Zhu, Fangwei, Wang, Peiyi, Sui, Zhifang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Reducing Hallucinations in Entity Abstract Summarization with Facts-Template Decomposition
by: Zhu, Fangwei, et al.
Published: (2024)
by: Zhu, Fangwei, et al.
Published: (2024)
CoLT: Reasoning with Chain of Latent Tool Calls
by: Zhu, Fangwei, et al.
Published: (2026)
by: Zhu, Fangwei, et al.
Published: (2026)
Chip-Tuning: Classify Before Language Models Say
by: Zhu, Fangwei, et al.
Published: (2024)
by: Zhu, Fangwei, et al.
Published: (2024)
TokenSkip: Controllable Chain-of-Thought Compression in LLMs
by: Xia, Heming, et al.
Published: (2025)
by: Xia, Heming, et al.
Published: (2025)
SelfBudgeter: Adaptive Token Allocation for Efficient LLM Reasoning
by: Li, Zheng, et al.
Published: (2025)
by: Li, Zheng, et al.
Published: (2025)
Diagnosing Memorization in Chain-of-Thought Reasoning, One Token at a Time
by: Li, Huihan, et al.
Published: (2025)
by: Li, Huihan, et al.
Published: (2025)
Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models
by: Liu, Peijie, et al.
Published: (2025)
by: Liu, Peijie, et al.
Published: (2025)
Amplify Adjacent Token Differences: Enhancing Long Chain-of-Thought Reasoning with Shift-FFN
by: Xu, Yao, et al.
Published: (2025)
by: Xu, Yao, et al.
Published: (2025)
Language Models Encode the Value of Numbers Linearly
by: Zhu, Fangwei, et al.
Published: (2024)
by: Zhu, Fangwei, et al.
Published: (2024)
Context Over Compute Human-in-the-Loop Outperforms Iterative Chain-of-Thought Prompting in Interview Answer Quality
by: Zhu, Kewen, et al.
Published: (2026)
by: Zhu, Kewen, et al.
Published: (2026)
Upfront Chain-of-Thought: A Cooperative Framework for Chain-of-Thought Compression
by: Li, Chengzhengxu, et al.
Published: (2025)
by: Li, Chengzhengxu, et al.
Published: (2025)
How Well do LLMs Compress Their Own Chain-of-Thought? A Token Complexity Approach
by: Lee, Ayeong, et al.
Published: (2025)
by: Lee, Ayeong, et al.
Published: (2025)
Supervised Chain of Thought
by: Zhang, Xiang, et al.
Published: (2024)
by: Zhang, Xiang, et al.
Published: (2024)
Latent Chain-of-Thought for Visual Reasoning
by: Sun, Guohao, et al.
Published: (2025)
by: Sun, Guohao, et al.
Published: (2025)
Rethinking Chain-of-Thought from the Perspective of Self-Training
by: Wu, Zongqian, et al.
Published: (2024)
by: Wu, Zongqian, et al.
Published: (2024)
Learning Composable Chains-of-Thought
by: Yin, Fangcong, et al.
Published: (2025)
by: Yin, Fangcong, et al.
Published: (2025)
Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations
by: Wang, Peiyi, et al.
Published: (2023)
by: Wang, Peiyi, et al.
Published: (2023)
How does Chain of Thought Think? Mechanistic Interpretability of Chain-of-Thought Reasoning with Sparse Autoencoding
by: Chen, Xi, et al.
Published: (2025)
by: Chen, Xi, et al.
Published: (2025)
GRACE: Discriminator-Guided Chain-of-Thought Reasoning
by: Khalifa, Muhammad, et al.
Published: (2023)
by: Khalifa, Muhammad, et al.
Published: (2023)
Reasoning Beyond Chain-of-Thought: A Latent Computational Mode in Large Language Models
by: He, Zhenghao, et al.
Published: (2026)
by: He, Zhenghao, et al.
Published: (2026)
Probabilistic Programs of Thought
by: Garg, Poorva, et al.
Published: (2026)
by: Garg, Poorva, et al.
Published: (2026)
Implicit Sentiment Analysis Based on Chain of Thought Prompting
by: Duan, Zhihua, et al.
Published: (2024)
by: Duan, Zhihua, et al.
Published: (2024)
Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs
by: Xia, Yu, et al.
Published: (2024)
by: Xia, Yu, et al.
Published: (2024)
AdvChain: Adversarial Chain-of-Thought Tuning for Robust Safety Alignment of Large Reasoning Models
by: Zhu, Zihao, et al.
Published: (2025)
by: Zhu, Zihao, et al.
Published: (2025)
SIM-CoT: Supervised Implicit Chain-of-Thought
by: Wei, Xilin, et al.
Published: (2025)
by: Wei, Xilin, et al.
Published: (2025)
GRACE: Generative Recommendation via Journey-Aware Sparse Attention on Chain-of-Thought Tokenization
by: Ma, Luyi, et al.
Published: (2025)
by: Ma, Luyi, et al.
Published: (2025)
Mind the Gap: Bridging Thought Leap for Improved Chain-of-Thought Tuning
by: Xu, Haolei, et al.
Published: (2025)
by: Xu, Haolei, et al.
Published: (2025)
The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning
by: Chen, Qiguang, et al.
Published: (2026)
by: Chen, Qiguang, et al.
Published: (2026)
CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games
by: Xu, Shuhang, et al.
Published: (2025)
by: Xu, Shuhang, et al.
Published: (2025)
Verifying Chain-of-Thought Reasoning via Its Computational Graph
by: Zhao, Zheng, et al.
Published: (2025)
by: Zhao, Zheng, et al.
Published: (2025)
Rethinking the Chain-of-Thought: The Roles of In-Context Learning and Pre-trained Priors
by: Yang, Hao, et al.
Published: (2025)
by: Yang, Hao, et al.
Published: (2025)
CoT-Valve: Length-Compressible Chain-of-Thought Tuning
by: Ma, Xinyin, et al.
Published: (2025)
by: Ma, Xinyin, et al.
Published: (2025)
Self-Boosting Large Language Models with Synthetic Preference Data
by: Dong, Qingxiu, et al.
Published: (2024)
by: Dong, Qingxiu, et al.
Published: (2024)
Learning to Maximize Mutual Information for Chain-of-Thought Distillation
by: Chen, Xin, et al.
Published: (2024)
by: Chen, Xin, et al.
Published: (2024)
Reinforced Context Order Recovery for Adaptive Reasoning and Planning
by: Ma, Long, et al.
Published: (2025)
by: Ma, Long, et al.
Published: (2025)
Latent Chain-of-Thought as Planning: Decoupling Reasoning from Verbalization
by: Wang, Jiecong, et al.
Published: (2026)
by: Wang, Jiecong, et al.
Published: (2026)
DRT: Deep Reasoning Translation via Long Chain-of-Thought
by: Wang, Jiaan, et al.
Published: (2024)
by: Wang, Jiaan, et al.
Published: (2024)
Autoregressive + Chain of Thought = Recurrent: Recurrence's Role in Language Models' Computability and a Revisit of Recurrent Transformer
by: Zhang, Xiang, et al.
Published: (2024)
by: Zhang, Xiang, et al.
Published: (2024)
Zero-Shot Verification-guided Chain of Thoughts
by: Chowdhury, Jishnu Ray, et al.
Published: (2025)
by: Chowdhury, Jishnu Ray, et al.
Published: (2025)
GCoT: Chain-of-Thought Prompt Learning for Graphs
by: Yu, Xingtong, et al.
Published: (2025)
by: Yu, Xingtong, et al.
Published: (2025)
Similar Items
-
Reducing Hallucinations in Entity Abstract Summarization with Facts-Template Decomposition
by: Zhu, Fangwei, et al.
Published: (2024) -
CoLT: Reasoning with Chain of Latent Tool Calls
by: Zhu, Fangwei, et al.
Published: (2026) -
Chip-Tuning: Classify Before Language Models Say
by: Zhu, Fangwei, et al.
Published: (2024) -
TokenSkip: Controllable Chain-of-Thought Compression in LLMs
by: Xia, Heming, et al.
Published: (2025) -
SelfBudgeter: Adaptive Token Allocation for Efficient LLM Reasoning
by: Li, Zheng, et al.
Published: (2025)