CoT-X: An Adaptive Framework for Cross-Model Chain-of-Thought Transfer and Optimization
Fuente:
arXiv
Saved in:
| Main Authors: | Bi, Ziqian, Chen, Kaijie, Wang, Tianyang, Hao, Junfeng, Peng, Benji, Song, Xinyuan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Deconstructing Long Chain-of-Thought: A Structured Reasoning Optimization Framework for Long CoT Distillation
by: Luo, Yijia, et al.
Published: (2025)
by: Luo, Yijia, et al.
Published: (2025)
Mixture of Experts in Large Language Models
by: Zhang, Danyang, et al.
Published: (2025)
by: Zhang, Danyang, et al.
Published: (2025)
AutoSurvey2: Empowering Researchers with Next Level Automated Literature Surveys
by: Wu, Siyi, et al.
Published: (2025)
by: Wu, Siyi, et al.
Published: (2025)
From Noise to Nuance: Advances in Deep Generative Image Models
by: Peng, Benji, et al.
Published: (2024)
by: Peng, Benji, et al.
Published: (2024)
SIM-CoT: Supervised Implicit Chain-of-Thought
by: Wei, Xilin, et al.
Published: (2025)
by: Wei, Xilin, et al.
Published: (2025)
Cross Domain Evaluation of Multimodal Chain-of-Thought Reasoning of different datasets into the Amazon CoT Framework
by: Tiwari, Nitya, et al.
Published: (2025)
by: Tiwari, Nitya, 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)
Chain-of-Sanitized-Thoughts: Plugging PII Leakage in CoT of Large Reasoning Models
by: Das, Arghyadeep, et al.
Published: (2026)
by: Das, Arghyadeep, et al.
Published: (2026)
CAP-CoT: Cycle Adversarial Prompt for Improving Chain of Thoughts in LLM Reasoning
by: Chen, Shuxu, et al.
Published: (2026)
by: Chen, Shuxu, et al.
Published: (2026)
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)
KAM-CoT: Knowledge Augmented Multimodal Chain-of-Thoughts Reasoning
by: Mondal, Debjyoti, et al.
Published: (2024)
by: Mondal, Debjyoti, et al.
Published: (2024)
CoT Red-Handed: Stress Testing Chain-of-Thought Monitoring
by: Arnav, Benjamin, et al.
Published: (2025)
by: Arnav, Benjamin, et al.
Published: (2025)
TIBSTC-CoT: A Multi-Domain Instruction Dataset for Chain-of-Thought Reasoning in Language Models
by: Gao, Fan, et al.
Published: (2025)
by: Gao, Fan, et al.
Published: (2025)
CoT-VLM4Tar: Chain-of-Thought Guided Vision-Language Models for Traffic Anomaly Resolution
by: Ren, Tianchi, et al.
Published: (2025)
by: Ren, Tianchi, et al.
Published: (2025)
GTR-CoT: Graph Traversal as Visual Chain of Thought for Molecular Structure Recognition
by: Wang, Jingchao, et al.
Published: (2025)
by: Wang, Jingchao, et al.
Published: (2025)
CoT-BERT: Enhancing Unsupervised Sentence Representation through Chain-of-Thought
by: Zhang, Bowen, et al.
Published: (2023)
by: Zhang, Bowen, et al.
Published: (2023)
Video-Skill-CoT: Skill-based Chain-of-Thoughts for Domain-Adaptive Video Reasoning
by: Lee, Daeun, et al.
Published: (2025)
by: Lee, Daeun, et al.
Published: (2025)
CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models
by: Zhao, Qingqing, et al.
Published: (2025)
by: Zhao, Qingqing, et al.
Published: (2025)
MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency
by: Jiang, Dongzhi, et al.
Published: (2025)
by: Jiang, Dongzhi, et al.
Published: (2025)
To CoT or To Loop? A Formal Comparison Between Chain-of-Thought and Looped Transformers
by: Xu, Kevin, et al.
Published: (2025)
by: Xu, Kevin, et al.
Published: (2025)
Analyzing Chain of Thought (CoT) Approaches in Control Flow Code Deobfuscation Tasks
by: Mohseni, Seyedreza, et al.
Published: (2026)
by: Mohseni, Seyedreza, et al.
Published: (2026)
Decoding Answers Before Chain-of-Thought: Evidence from Pre-CoT Probes and Activation Steering
by: Cox, Kyle, et al.
Published: (2026)
by: Cox, Kyle, et al.
Published: (2026)
Achieving Trustworthy Real-Time Decision Support Systems with Low-Latency Interpretable AI Models
by: Deng, Zechun, et al.
Published: (2025)
by: Deng, Zechun, et al.
Published: (2025)
Chain of Thoughtlessness? An Analysis of CoT in Planning
by: Stechly, Kaya, et al.
Published: (2024)
by: Stechly, Kaya, et al.
Published: (2024)
Deep Learning and Machine Learning, Advancing Big Data Analytics and Management: Tensorflow Pretrained Models
by: Chen, Keyu, et al.
Published: (2024)
by: Chen, Keyu, et al.
Published: (2024)
CoT-Drive: Efficient Motion Forecasting for Autonomous Driving with LLMs and Chain-of-Thought Prompting
by: Liao, Haicheng, et al.
Published: (2025)
by: Liao, Haicheng, et al.
Published: (2025)
CoT-ICL Lab: A Synthetic Framework for Studying Chain-of-Thought Learning from In-Context Demonstrations
by: Kothapalli, Vignesh, et al.
Published: (2025)
by: Kothapalli, Vignesh, et al.
Published: (2025)
VG-CoT: Towards Trustworthy Visual Reasoning via Grounded Chain-of-Thought
by: Lim, Byeonggeuk, et al.
Published: (2026)
by: Lim, Byeonggeuk, et al.
Published: (2026)
CoT4AD: A Vision-Language-Action Model with Explicit Chain-of-Thought Reasoning for Autonomous Driving
by: Wang, Zhaohui, et al.
Published: (2025)
by: Wang, Zhaohui, et al.
Published: (2025)
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)
SynAdapt: Learning Adaptive Reasoning in Large Language Models via Synthetic Continuous Chain-of-Thought
by: Wang, Jianwei, et al.
Published: (2025)
by: Wang, Jianwei, et al.
Published: (2025)
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning
by: Sprague, Zayne, et al.
Published: (2024)
by: Sprague, Zayne, et al.
Published: (2024)
Evolving Demonstration Optimization for Chain-of-Thought Feature Transformation
by: Wang, Xinyuan, et al.
Published: (2026)
by: Wang, Xinyuan, et al.
Published: (2026)
ESTR-CoT: Towards Explainable and Accurate Event Stream based Scene Text Recognition with Chain-of-Thought Reasoning
by: Wang, Xiao, et al.
Published: (2025)
by: Wang, Xiao, et al.
Published: (2025)
CoDA: Towards Effective Cross-domain Knowledge Transfer via CoT-guided Domain Adaptation
by: Yan, Jianzhi, et al.
Published: (2026)
by: Yan, Jianzhi, et al.
Published: (2026)
PRIMEDrive-CoT: A Precognitive Chain-of-Thought Framework for Uncertainty-Aware Object Interaction in Driving Scene Scenario
by: Mandalika, Sriram, et al.
Published: (2025)
by: Mandalika, Sriram, et al.
Published: (2025)
Jailbreaking and Mitigation of Vulnerabilities in Large Language Models
by: Peng, Benji, et al.
Published: (2024)
by: Peng, Benji, et al.
Published: (2024)
xCoT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning
by: Chai, Linzheng, et al.
Published: (2024)
by: Chai, Linzheng, et al.
Published: (2024)
RCP-Merging: Merging Long Chain-of-Thought Models with Domain-Specific Models by Considering Reasoning Capability as Prior
by: Yang, Junyao, et al.
Published: (2025)
by: Yang, Junyao, et al.
Published: (2025)
SLAT: Segment-Level Adaptive Trimming for Efficient CoT Reasoning
by: Yao, Jian, et al.
Published: (2026)
by: Yao, Jian, et al.
Published: (2026)
Similar Items
-
Deconstructing Long Chain-of-Thought: A Structured Reasoning Optimization Framework for Long CoT Distillation
by: Luo, Yijia, et al.
Published: (2025) -
Mixture of Experts in Large Language Models
by: Zhang, Danyang, et al.
Published: (2025) -
AutoSurvey2: Empowering Researchers with Next Level Automated Literature Surveys
by: Wu, Siyi, et al.
Published: (2025) -
From Noise to Nuance: Advances in Deep Generative Image Models
by: Peng, Benji, et al.
Published: (2024) -
SIM-CoT: Supervised Implicit Chain-of-Thought
by: Wei, Xilin, et al.
Published: (2025)