Reliable Chain-of-Thought via Prefix Consistency
Fuente:
arXiv
Saved in:
| Main Authors: | Iwase, Naoto, Ichihara, Yuki, Quamar, Mohammad Atif, Komiyama, Junpei |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CITE: Anytime-Valid Statistical Inference in LLM Self-Consistency
by: Ota, Hirofumi, et al.
Published: (2026)
by: Ota, Hirofumi, et al.
Published: (2026)
Logit-Entropy Adaptive Stopping Heuristic for Efficient Chain-of-Thought Reasoning
by: Quamar, Mohammad Atif, et al.
Published: (2025)
by: Quamar, Mohammad Atif, et al.
Published: (2025)
MedRECT: A Medical Reasoning Benchmark for Error Correction in Clinical Texts
by: Iwase, Naoto, et al.
Published: (2025)
by: Iwase, Naoto, et al.
Published: (2025)
Suboptimal Performance of the Bayes Optimal Algorithm in Frequentist Best Arm Identification
by: Komiyama, Junpei
Published: (2022)
by: Komiyama, Junpei
Published: (2022)
Temporally Consistent Factuality Probing for Large Language Models
by: Bajpai, Ashutosh, et al.
Published: (2024)
by: Bajpai, Ashutosh, et al.
Published: (2024)
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)
PrefixQuant: Eliminating Outliers by Prefixed Tokens for Large Language Models Quantization
by: Chen, Mengzhao, et al.
Published: (2024)
by: Chen, Mengzhao, et al.
Published: (2024)
Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs
by: Zhang, Xuan, et al.
Published: (2024)
by: Zhang, Xuan, et al.
Published: (2024)
Scalable Chain of Thoughts via Elastic Reasoning
by: Xu, Yuhui, et al.
Published: (2025)
by: Xu, Yuhui, et al.
Published: (2025)
Constraint-Rectified Training for Efficient Chain-of-Thought
by: Wu, Qinhang, et al.
Published: (2026)
by: Wu, Qinhang, et al.
Published: (2026)
Demystifying Long Chain-of-Thought Reasoning in LLMs
by: Yeo, Edward, et al.
Published: (2025)
by: Yeo, Edward, et al.
Published: (2025)
Understanding Hidden Computations in Chain-of-Thought Reasoning
by: Bharadwaj, Aryasomayajula Ram
Published: (2024)
by: Bharadwaj, Aryasomayajula Ram
Published: (2024)
High-dimensional Contextual Bandit Problem without Sparsity
by: Komiyama, Junpei, et al.
Published: (2023)
by: Komiyama, Junpei, et al.
Published: (2023)
Is Chain-of-Thought Really Not Explainability? Chain-of-Thought Can Be Faithful without Hint Verbalization
by: Zaman, Kerem, et al.
Published: (2025)
by: Zaman, Kerem, et al.
Published: (2025)
Pause and Reflect: Conformal Aggregation for Chain-of-Thought Reasoning
by: Gu, Yu, et al.
Published: (2026)
by: Gu, Yu, et al.
Published: (2026)
Exploring Chain-of-Thought Reasoning for Steerable Pluralistic Alignment
by: Zhang, Yunfan, et al.
Published: (2025)
by: Zhang, Yunfan, et al.
Published: (2025)
Fractured Chain-of-Thought Reasoning
by: Liao, Baohao, et al.
Published: (2025)
by: Liao, Baohao, 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)
Accelerating Direct Preference Optimization with Prefix Sharing
by: Wang, Franklin, et al.
Published: (2024)
by: Wang, Franklin, 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)
Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models
by: Ye, Jiacheng, et al.
Published: (2024)
by: Ye, Jiacheng, et al.
Published: (2024)
Dissecting Long-Chain-of-Thought Reasoning Models: An Empirical Study
by: Mu, Yongyu, et al.
Published: (2025)
by: Mu, Yongyu, et al.
Published: (2025)
Dialogue Ontology Relation Extraction via Constrained Chain-of-Thought Decoding
by: Vukovic, Renato, et al.
Published: (2024)
by: Vukovic, Renato, et al.
Published: (2024)
Optimizing Chain-of-Thought Confidence via Topological and Dirichlet Risk Analysis
by: More, Abhishek, et al.
Published: (2025)
by: More, Abhishek, et al.
Published: (2025)
Demystifying Chains, Trees, and Graphs of Thoughts
by: Besta, Maciej, et al.
Published: (2024)
by: Besta, Maciej, et al.
Published: (2024)
Chain-of-Thought Unfaithfulness as Disguised Accuracy
by: Bentham, Oliver, et al.
Published: (2024)
by: Bentham, Oliver, et al.
Published: (2024)
Faithfulness as Information Flow: Evaluating and Training Faithful Chain-of-Thought Reasoning
by: Jia, Jinghan, et al.
Published: (2026)
by: Jia, Jinghan, et al.
Published: (2026)
HMPO: Hybrid Median-length Policy Optimization for Chain-of-Thought Compression
by: Zheng, Minghui, et al.
Published: (2026)
by: Zheng, Minghui, et al.
Published: (2026)
Feature Extraction and Steering for Enhanced Chain-of-Thought Reasoning in Language Models
by: Li, Zihao, et al.
Published: (2025)
by: Li, Zihao, et al.
Published: (2025)
Fragile Thoughts: How Large Language Models Handle Chain-of-Thought Perturbations
by: Aravindan, Ashwath Vaithinathan, et al.
Published: (2026)
by: Aravindan, Ashwath Vaithinathan, et al.
Published: (2026)
Save the Good Prefix: Precise Error Penalization via Process-Supervised RL to Enhance LLM Reasoning
by: Liu, Haolin, et al.
Published: (2026)
by: Liu, Haolin, et al.
Published: (2026)
No-regret incentive-compatible online learning under exact truthfulness with non-myopic experts
by: Komiyama, Junpei, et al.
Published: (2025)
by: Komiyama, Junpei, et al.
Published: (2025)
Beyond the Prompt in Large Language Models: Comprehension, In-Context Learning, and Chain-of-Thought
by: Jiao, Yuling, et al.
Published: (2026)
by: Jiao, Yuling, et al.
Published: (2026)
ExpThink: Experience-Guided Reinforcement Learning for Adaptive Chain-of-Thought Compression
by: Bian, Tingcheng, et al.
Published: (2026)
by: Bian, Tingcheng, et al.
Published: (2026)
Structured Style-Rewrite with Chain-of-Thought Planning for Low-Resource Character Dialogue
by: Zhu, Chanhui
Published: (2026)
by: Zhu, Chanhui
Published: (2026)
Training Nonlinear Transformers for Chain-of-Thought Inference: A Theoretical Generalization Analysis
by: Li, Hongkang, et al.
Published: (2024)
by: Li, Hongkang, et al.
Published: (2024)
CoT-UQ: Improving Response-wise Uncertainty Quantification in LLMs with Chain-of-Thought
by: Zhang, Boxuan, et al.
Published: (2025)
by: Zhang, Boxuan, et al.
Published: (2025)
Internal Chain-of-Thought: Empirical Evidence for Layer-wise Subtask Scheduling in LLMs
by: Yang, Zhipeng, et al.
Published: (2025)
by: Yang, Zhipeng, et al.
Published: (2025)
OPV: Outcome-based Process Verifier for Efficient Long Chain-of-Thought Verification
by: Wu, Zijian, et al.
Published: (2025)
by: Wu, Zijian, et al.
Published: (2025)
Enhancing Granular Sentiment Classification with Chain-of-Thought Prompting in Large Language Models
by: Miriyala, Vihaan, et al.
Published: (2025)
by: Miriyala, Vihaan, et al.
Published: (2025)
Similar Items
-
CITE: Anytime-Valid Statistical Inference in LLM Self-Consistency
by: Ota, Hirofumi, et al.
Published: (2026) -
Logit-Entropy Adaptive Stopping Heuristic for Efficient Chain-of-Thought Reasoning
by: Quamar, Mohammad Atif, et al.
Published: (2025) -
MedRECT: A Medical Reasoning Benchmark for Error Correction in Clinical Texts
by: Iwase, Naoto, et al.
Published: (2025) -
Suboptimal Performance of the Bayes Optimal Algorithm in Frequentist Best Arm Identification
by: Komiyama, Junpei
Published: (2022) -
Temporally Consistent Factuality Probing for Large Language Models
by: Bajpai, Ashutosh, et al.
Published: (2024)