Pause and Reflect: Conformal Aggregation for Chain-of-Thought Reasoning
Fuente:
arXiv
Saved in:
| Main Authors: | Gu, Yu, Yu, Zijun, Nia, Vahid Partovi, Asgharian, Masoud |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MoKA: Mixture of Kronecker Adapters
by: Sadeghi, Mohammadreza, et al.
Published: (2025)
by: Sadeghi, Mohammadreza, et al.
Published: (2025)
OAC: Output-adaptive Calibration for Accurate Post-training Quantization
by: Edalati, Ali, et al.
Published: (2024)
by: Edalati, Ali, et al.
Published: (2024)
AdpQ: A Zero-shot Calibration Free Adaptive Post Training Quantization Method for LLMs
by: Ghaffari, Alireza, et al.
Published: (2024)
by: Ghaffari, Alireza, et al.
Published: (2024)
Rethinking Post-Training Quantization: Introducing a Statistical Pre-Calibration Approach
by: Ghaffari, Alireza, et al.
Published: (2025)
by: Ghaffari, Alireza, et al.
Published: (2025)
Mitigating Outlier Activations in Low-Precision Fine-Tuning of Language Models
by: Ghaffari, Alireza, et al.
Published: (2023)
by: Ghaffari, Alireza, et al.
Published: (2023)
HyWA: Hypernetwork Weight Adapting Personalized Voice Activity Detection
by: Nejad, Mahsa Ghazvini, et al.
Published: (2025)
by: Nejad, Mahsa Ghazvini, et al.
Published: (2025)
PoTPTQ: A Two-step Power-of-Two Post-training for LLMs
by: Wang, Xinyu, et al.
Published: (2025)
by: Wang, Xinyu, et al.
Published: (2025)
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)
Beyond Procedure: Substantive Fairness in Conformal Prediction
by: Liu, Pengqi, et al.
Published: (2026)
by: Liu, Pengqi, 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)
Conversational Orientation Reasoning: Egocentric-to-Allocentric Navigation with Multimodal Chain-of-Thought
by: Huang, Yu Ti
Published: (2025)
by: Huang, Yu Ti
Published: (2025)
Fractured Chain-of-Thought Reasoning
by: Liao, Baohao, et al.
Published: (2025)
by: Liao, Baohao, et al.
Published: (2025)
Understanding Neural Network Binarization with Forward and Backward Proximal Quantizers
by: Lu, Yiwei, et al.
Published: (2024)
by: Lu, Yiwei, et al.
Published: (2024)
Exploring Chain-of-Thought Reasoning for Steerable Pluralistic Alignment
by: Zhang, Yunfan, et al.
Published: (2025)
by: Zhang, Yunfan, et al.
Published: (2025)
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs
by: Jin, Bowen, et al.
Published: (2024)
by: Jin, Bowen, et al.
Published: (2024)
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)
Enhancing Auto-regressive Chain-of-Thought through Loop-Aligned Reasoning
by: Yu, Qifan, et al.
Published: (2025)
by: Yu, Qifan, et al.
Published: (2025)
Dissecting Long-Chain-of-Thought Reasoning Models: An Empirical Study
by: Mu, Yongyu, et al.
Published: (2025)
by: Mu, Yongyu, et al.
Published: (2025)
MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification
by: Sun, Linzhuang, et al.
Published: (2025)
by: Sun, Linzhuang, et al.
Published: (2025)
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)
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)
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)
Chain-of-Thought Reasoning In The Wild Is Not Always Faithful
by: Arcuschin, Iván, et al.
Published: (2025)
by: Arcuschin, Iván, et al.
Published: (2025)
Compositional Reasoning with Transformers, RNNs, and Chain of Thought
by: Yehudai, Gilad, et al.
Published: (2025)
by: Yehudai, Gilad, 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)
Long Chain-of-Thought Reasoning Across Languages
by: Barua, Josh, et al.
Published: (2025)
by: Barua, Josh, et al.
Published: (2025)
Stepwise Penalization for Length-Efficient Chain-of-Thought Reasoning
by: Li, Xintong, et al.
Published: (2026)
by: Li, Xintong, et al.
Published: (2026)
C3oT: Generating Shorter Chain-of-Thought without Compromising Effectiveness
by: Kang, Yu, et al.
Published: (2024)
by: Kang, Yu, et al.
Published: (2024)
Value-Guided Search for Efficient Chain-of-Thought Reasoning
by: Wang, Kaiwen, et al.
Published: (2025)
by: Wang, Kaiwen, et al.
Published: (2025)
Enhancing Generalization in Chain of Thought Reasoning for Smaller Models
by: Yin, Maxwell J., et al.
Published: (2025)
by: Yin, Maxwell J., et al.
Published: (2025)
Understanding Reasoning in Chain-of-Thought from the Hopfieldian View
by: Hu, Lijie, et al.
Published: (2024)
by: Hu, Lijie, et al.
Published: (2024)
FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning
by: Xie, Zhuohan, et al.
Published: (2025)
by: Xie, Zhuohan, et al.
Published: (2025)
Asynchronous Reasoning: Training-Free Interactive Thinking LLMs
by: Yakushev, George, et al.
Published: (2025)
by: Yakushev, George, et al.
Published: (2025)
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)
Rethinking Chain-of-Thought Reasoning for Videos
by: Zhong, Yiwu, et al.
Published: (2025)
by: Zhong, Yiwu, et al.
Published: (2025)
Reasoning Theater: Disentangling Model Beliefs from Chain-of-Thought
by: Boppana, Siddharth, et al.
Published: (2026)
by: Boppana, Siddharth, et al.
Published: (2026)
Verifying Chain-of-Thought Reasoning via Its Computational Graph
by: Zhao, Zheng, et al.
Published: (2025)
by: Zhao, Zheng, et al.
Published: (2025)
SmartThinker: Progressive Chain-of-Thought Length Calibration for Efficient Large Language Model Reasoning
by: Hu, Chenzhi, et al.
Published: (2026)
by: Hu, Chenzhi, et al.
Published: (2026)
Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning
by: Paul, Bidyarthi, et al.
Published: (2025)
by: Paul, Bidyarthi, et al.
Published: (2025)
Similar Items
-
MoKA: Mixture of Kronecker Adapters
by: Sadeghi, Mohammadreza, et al.
Published: (2025) -
OAC: Output-adaptive Calibration for Accurate Post-training Quantization
by: Edalati, Ali, et al.
Published: (2024) -
AdpQ: A Zero-shot Calibration Free Adaptive Post Training Quantization Method for LLMs
by: Ghaffari, Alireza, et al.
Published: (2024) -
Rethinking Post-Training Quantization: Introducing a Statistical Pre-Calibration Approach
by: Ghaffari, Alireza, et al.
Published: (2025) -
Mitigating Outlier Activations in Low-Precision Fine-Tuning of Language Models
by: Ghaffari, Alireza, et al.
Published: (2023)