Image de couverture de livre

Thinking Traps in Long Chain-of-Thought: A Measurable Study and Trap-Aware Adaptive Restart

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Chen, Kang, Yu, Fan, Nian, Junjie, Zhao, Shihan, Feng, Zhuoka, Yao, Zijun, Wang, Heng, Yu, Minshen, Cao, Yixin
Format:	Preprint
Publié:	2026
Sujets:	Artificial Intelligence Computation and Language
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

NEX: Neuron Explore-Exploit Scoring for Label-Free Chain-of-Thought Selection and Model Ranking
par: Chen, Kang, et autres
Publié: (2026)

ARM: Role-Conditioned Neuron Transplantation for Training-Free Generalist LLM Agent Merging
par: Feng, Zhuoka, et autres
Publié: (2026)

SliceGraph: Mapping Process Isomers in Multi-Run Chain-of-Thought Reasoning
par: Chen, Kang, et autres
Publié: (2026)

Think When You Need: Self-Adaptive Chain-of-Thought Learning
par: Yang, Junjie, et autres
Publié: (2025)

Draft-Thinking: Learning Efficient Reasoning in Long Chain-of-Thought LLMs
par: Cao, Jie, et autres
Publié: (2026)

Carrier Revival in Long Trapped-Ion Chains
par: Egli, Florian, et autres
Publié: (2026)

Do LLMs Signal When They're Right? Evidence from Neuron Agreement
par: Chen, Kang, et autres
Publié: (2025)

Pause and Reflect: Conformal Aggregation for Chain-of-Thought Reasoning
par: Gu, Yu, et autres
Publié: (2026)

Thoughts-as-Planning: Latent World Models for Chain-of-Thoughts Optimization via Reinforcement Planning
par: Liu, Dong, et autres
Publié: (2026)

Soliton Molecular Chains Induced by Cascaded Self‐Injection Trapping
par: Chao Zeng, et autres
Publié: (2025)

Hidden Error Awareness in Chain-of-Thought Reasoning: The Signal Is Diagnostic, Not Causal
par: Yuan, Aojie, et autres
Publié: (2026)

TraceGraph: Shared Decision Landscapes for Diagnosing and Improving Agent Trajectories
par: Nian, Junjie, et autres
Publié: (2026)

Temporal Chain of Thought: Long-Video Understanding by Thinking in Frames
par: Arnab, Anurag, et autres
Publié: (2025)

The Alignment Trap: Complexity Barriers
par: Yao, Jasper
Publié: (2025)

Adaptive Parallelism-Aware Qubit Routing for Ion Trap QCCD Architectures
par: Ovide, Anabel, et autres
Publié: (2026)

GoAT-X: A Graph of Auditing Thoughts for Securing Token Transactions in Cross-Chain Contracts
par: Feng, Zijun, et autres
Publié: (2026)

Optimal Kernel Learning for Gaussian Process Models with High-Dimensional Input
par: Kang, Lulu, et autres
Publié: (2025)

Measurement-Induced Heating of Trapped Ions
par: Rasmusson, A. J., et autres
Publié: (2024)

An Empirical Study of Retrieval Augmented Generation with Chain-of-Thought
par: Zhao, Yuetong, et autres
Publié: (2024)

Retrieval-Augmented Self-Taught Reasoning Model with Adaptive Chain-of-Thought for ASR Named Entity Correction
par: An, Junjie, et autres
Publié: (2026)

ThinkPrune: Pruning Long Chain-of-Thought of LLMs via Reinforcement Learning
par: Hou, Bairu, et autres
Publié: (2025)

ExpThink: Experience-Guided Reinforcement Learning for Adaptive Chain-of-Thought Compression
par: Bian, Tingcheng, et autres
Publié: (2026)

TrapSIMD: SIMD-Aware Compiler Optimization for 2D Trapped-Ion Quantum Machines
par: Ruan, Jixuan, et autres
Publié: (2025)

Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models
par: Yao, Yao, et autres
Publié: (2023)

Traps
Publié: (2023)

Deep Hidden Cognition Facilitates Reliable Chain-of-Thought Reasoning
par: Chen, Zijun, et autres
Publié: (2025)

FreeFly-Thinking : Aligning Chain-of-Thought Reasoning with Continuous UAV Navigation
par: Zhou, Jiaxu, et autres
Publié: (2026)

Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models
par: Chen, Yangyi, et autres
Publié: (2023)

ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning
par: Gu, Jiawei, et autres
Publié: (2025)

Thinking with Images as Continuous Actions: Numerical Visual Chain-of-Thought
par: Zhao, Kesen, et autres
Publié: (2026)

Deep Thinking by Markov Chain of Continuous Thoughts
par: Liu, Jiayu, et autres
Publié: (2025)

Identification of Gastric Cancer Subtypes Based on Neutrophil Extracellular Trap Related Genes
par: Heng Zhai, et autres
Publié: (2026)

Think Consistently, Reason Efficiently: Energy-Based Calibration for Implicit Chain-of-Thought
par: Chen, Zhikang, et autres
Publié: (2025)

Multimode Fock-State Measurements using Dispersive Shifts in a Trapped Ion
par: Choi, Wonhyeong, et autres
Publié: (2026)

Think Before You Segment: High-Quality Reasoning Segmentation with GPT Chain of Thoughts
par: Kao, Shiu-hong, et autres
Publié: (2025)

How does Chain of Thought Think? Mechanistic Interpretability of Chain-of-Thought Reasoning with Sparse Autoencoding
par: Chen, Xi, et autres
Publié: (2025)

Magnetically Assisted Trapping of Passive Colloids by Active Dipolar Chains
par: Compagnie, Arnaud, et autres
Publié: (2025)

Avoiding Cognitive Trap in Habitat Restoration: A Case Study of the World's Rarest Primate
par: Yuxin Wang, et autres
Publié: (2025)

Study on Trapped Holes in Ti‐Doped Potassium Dihydrogen Phosphate Crystals
par: Fang Xie, et autres
Publié: (2025)

Amplify Adjacent Token Differences: Enhancing Long Chain-of-Thought Reasoning with Shift-FFN
par: Xu, Yao, et autres
Publié: (2025)