Rethinking Chain-of-Thought from the Perspective of Self-Training
Fuente:
arXiv
Saved in:
| Main Authors: | Wu, Zongqian, Xu, Baoduo, Cui, Ruochen, Zhan, Mengmeng, Zhu, Xiaofeng, Feng, Lei |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Is Depth All You Need? An Exploration of Iterative Reasoning in LLMs
by: Wu, Zongqian, et al.
Published: (2025)
by: Wu, Zongqian, et al.
Published: (2025)
Mitigating Strategy-Selection Bias in Reasoning for More Effective Test-Time Scaling
by: Wu, Zongqian, et al.
Published: (2025)
by: Wu, Zongqian, 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)
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)
Counterfactual Simulation Training for Chain-of-Thought Faithfulness
by: Hase, Peter, et al.
Published: (2026)
by: Hase, Peter, et al.
Published: (2026)
Self-Compression of Chain-of-Thought via Multi-Agent Reinforcement Learning
by: Chen, Yiqun, et al.
Published: (2026)
by: Chen, Yiqun, et al.
Published: (2026)
AdaMCoT: Rethinking Cross-Lingual Factual Reasoning through Adaptive Multilingual Chain-of-Thought
by: Zheng, Weihua, et al.
Published: (2025)
by: Zheng, Weihua, et al.
Published: (2025)
To Reason or Not to: Selective Chain-of-Thought in Medical Question Answering
by: Zhan, Zaifu, et al.
Published: (2026)
by: Zhan, Zaifu, et al.
Published: (2026)
Rethinking Chain-of-Thought Reasoning for Videos
by: Zhong, Yiwu, et al.
Published: (2025)
by: Zhong, Yiwu, et al.
Published: (2025)
Retrieval-Augmented Self-Taught Reasoning Model with Adaptive Chain-of-Thought for ASR Named Entity Correction
by: An, Junjie, et al.
Published: (2026)
by: An, Junjie, et al.
Published: (2026)
NUMCoT: Numerals and Units of Measurement in Chain-of-Thought Reasoning using Large Language Models
by: Xu, Ancheng, et al.
Published: (2024)
by: Xu, Ancheng, et al.
Published: (2024)
Chain-of-Thought Tokens are Computer Program Variables
by: Zhu, Fangwei, et al.
Published: (2025)
by: Zhu, Fangwei, et al.
Published: (2025)
CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models
by: Li, Feiyang, et al.
Published: (2025)
by: Li, Feiyang, et al.
Published: (2025)
Bias-Augmented Consistency Training Reduces Biased Reasoning in Chain-of-Thought
by: Chua, James, et al.
Published: (2024)
by: Chua, James, et al.
Published: (2024)
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)
Reassessing the Role of Chain-of-Thought in Sentiment Analysis: Insights and Limitations
by: Zheng, Kaiyuan, et al.
Published: (2025)
by: Zheng, Kaiyuan, et al.
Published: (2025)
LaRS: Latent Reasoning Skills for Chain-of-Thought Reasoning
by: Xu, Zifan, et al.
Published: (2023)
by: Xu, Zifan, et al.
Published: (2023)
Supervised Chain of Thought
by: Zhang, Xiang, et al.
Published: (2024)
by: Zhang, Xiang, et al.
Published: (2024)
Thoughts-as-Planning: Latent World Models for Chain-of-Thoughts Optimization via Reinforcement Planning
by: Liu, Dong, et al.
Published: (2026)
by: Liu, Dong, et al.
Published: (2026)
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)
Scalable Chain of Thoughts via Elastic Reasoning
by: Xu, Yuhui, et al.
Published: (2025)
by: Xu, Yuhui, et al.
Published: (2025)
SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning
by: Xin, Yue, et al.
Published: (2025)
by: Xin, Yue, et al.
Published: (2025)
Mitigating Misleading Chain-of-Thought Reasoning with Selective Filtering
by: Wu, Yexin, et al.
Published: (2024)
by: Wu, Yexin, et al.
Published: (2024)
MyGO Multiplex CoT: A Method for Self-Reflection in Large Language Models via Double Chain of Thought Thinking
by: Ji, Shihao, et al.
Published: (2025)
by: Ji, Shihao, et al.
Published: (2025)
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)
SelECT-SQL: Self-correcting ensemble Chain-of-Thought for Text-to-SQL
by: Shen, Ke, et al.
Published: (2024)
by: Shen, Ke, et al.
Published: (2024)
A Formal Comparison Between Chain of Thought and Latent Thought
by: Xu, Kevin, et al.
Published: (2025)
by: Xu, Kevin, et al.
Published: (2025)
Learning Composable Chains-of-Thought
by: Yin, Fangcong, et al.
Published: (2025)
by: Yin, Fangcong, et al.
Published: (2025)
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)
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)
COTCAgent: Preventive Consultation via Probabilistic Chain-of-Thought Completion
by: Deng, Zihan, et al.
Published: (2026)
by: Deng, Zihan, et al.
Published: (2026)
SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities
by: Jiang, Fengqing, et al.
Published: (2025)
by: Jiang, Fengqing, et al.
Published: (2025)
Direct Value Optimization: Improving Chain-of-Thought Reasoning in LLMs with Refined Values
by: Zhang, Hongbo, et al.
Published: (2025)
by: Zhang, Hongbo, et al.
Published: (2025)
Why Chain of Thought Fails in Clinical Text Understanding
by: Wu, Jiageng, et al.
Published: (2025)
by: Wu, Jiageng, et al.
Published: (2025)
LLMs can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thought
by: Jiang, Zhuoxuan, et al.
Published: (2024)
by: Jiang, Zhuoxuan, et al.
Published: (2024)
Reason Like a Radiologist: Chain-of-Thought and Reinforcement Learning for Verifiable Report Generation
by: Jing, Peiyuan, et al.
Published: (2025)
by: Jing, Peiyuan, et al.
Published: (2025)
Revisiting the Capacity Gap in Chain-of-Thought Distillation from a Practical Perspective
by: Kajitsuka, Tokio, et al.
Published: (2026)
by: Kajitsuka, Tokio, et al.
Published: (2026)
Think Consistently, Reason Efficiently: Energy-Based Calibration for Implicit Chain-of-Thought
by: Chen, Zhikang, et al.
Published: (2025)
by: Chen, Zhikang, et al.
Published: (2025)
Preemptive Answer "Attacks" on Chain-of-Thought Reasoning
by: Xu, Rongwu, et al.
Published: (2024)
by: Xu, Rongwu, et al.
Published: (2024)
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)
Similar Items
-
Is Depth All You Need? An Exploration of Iterative Reasoning in LLMs
by: Wu, Zongqian, et al.
Published: (2025) -
Mitigating Strategy-Selection Bias in Reasoning for More Effective Test-Time Scaling
by: Wu, Zongqian, 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) -
AdvChain: Adversarial Chain-of-Thought Tuning for Robust Safety Alignment of Large Reasoning Models
by: Zhu, Zihao, et al.
Published: (2025) -
Counterfactual Simulation Training for Chain-of-Thought Faithfulness
by: Hase, Peter, et al.
Published: (2026)