Copertina

Enhancing Auto-regressive Chain-of-Thought through Loop-Aligned Reasoning

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Yu, Qifan, He, Zhenyu, Li, Sijie, Zhou, Xun, Zhang, Jun, Xu, Jingjing, He, Di
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computation and Language Artificial Intelligence Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Let the Code LLM Edit Itself When You Edit the Code
di: He, Zhenyu, et al.
Pubblicazione: (2024)

NPG-Muse: Scaling Long Chain-of-Thought Reasoning with NP-Hard Graph Problems
di: Wang, Yuyao, et al.
Pubblicazione: (2025)

Fractured Chain-of-Thought Reasoning
di: Liao, Baohao, et al.
Pubblicazione: (2025)

A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstration
di: Cui, Yingqian, et al.
Pubblicazione: (2024)

Enhancing Generalization in Chain of Thought Reasoning for Smaller Models
di: Yin, Maxwell J., et al.
Pubblicazione: (2025)

Scalable Chain of Thoughts via Elastic Reasoning
di: Xu, Yuhui, et al.
Pubblicazione: (2025)

Understanding Reasoning in Chain-of-Thought from the Hopfieldian View
di: Hu, Lijie, et al.
Pubblicazione: (2024)

Reasoning with Latent Thoughts: On the Power of Looped Transformers
di: Saunshi, Nikunj, et al.
Pubblicazione: (2025)

Value-Guided Search for Efficient Chain-of-Thought Reasoning
di: Wang, Kaiwen, et al.
Pubblicazione: (2025)

Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models
di: Cui, Yingqian, et al.
Pubblicazione: (2025)

Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models
di: Ye, Jiacheng, et al.
Pubblicazione: (2024)

Amplify Adjacent Token Differences: Enhancing Long Chain-of-Thought Reasoning with Shift-FFN
di: Xu, Yao, et al.
Pubblicazione: (2025)

Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic
di: Zhao, Xufeng, et al.
Pubblicazione: (2023)

FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning
di: Xie, Zhuohan, et al.
Pubblicazione: (2025)

Chain-of-Thought Reasoning In The Wild Is Not Always Faithful
di: Arcuschin, Iván, et al.
Pubblicazione: (2025)

Compositional Reasoning with Transformers, RNNs, and Chain of Thought
di: Yehudai, Gilad, et al.
Pubblicazione: (2025)

Long Chain-of-Thought Reasoning Across Languages
di: Barua, Josh, et al.
Pubblicazione: (2025)

Stepwise Penalization for Length-Efficient Chain-of-Thought Reasoning
di: Li, Xintong, et al.
Pubblicazione: (2026)

PathCoT: Chain-of-Thought Prompting for Zero-shot Pathology Visual Reasoning
di: Zhou, Junjie, et al.
Pubblicazione: (2025)

Think Consistently, Reason Efficiently: Energy-Based Calibration for Implicit Chain-of-Thought
di: Chen, Zhikang, et al.
Pubblicazione: (2025)

Conversational Orientation Reasoning: Egocentric-to-Allocentric Navigation with Multimodal Chain-of-Thought
di: Huang, Yu Ti
Pubblicazione: (2025)

Demystifying Chains, Trees, and Graphs of Thoughts
di: Besta, Maciej, et al.
Pubblicazione: (2024)

A Formal Comparison Between Chain of Thought and Latent Thought
di: Xu, Kevin, et al.
Pubblicazione: (2025)

Hidden Error Awareness in Chain-of-Thought Reasoning: The Signal Is Diagnostic, Not Causal
di: Yuan, Aojie, et al.
Pubblicazione: (2026)

A Hopfieldian View-based Interpretation for Chain-of-Thought Reasoning
di: Hu, Lijie, et al.
Pubblicazione: (2024)

SQuARE: Sequential Question Answering Reasoning Engine for Enhanced Chain-of-Thought in Large Language Models
di: Fleischer, Daniel, et al.
Pubblicazione: (2025)

Two Stones Hit One Bird: Bilevel Positional Encoding for Better Length Extrapolation
di: He, Zhenyu, et al.
Pubblicazione: (2024)

PA3: Policy-Aware Agent Alignment through Chain-of-Thought
di: Dipta, Shubhashis Roy, et al.
Pubblicazione: (2026)

MemeMind: A Large-Scale Multimodal Dataset with Chain-of-Thought Reasoning for Harmful Meme Detection
di: Gu, Hexiang, et al.
Pubblicazione: (2025)

Understanding Chain-of-Thought in LLMs through Information Theory
di: Ton, Jean-Francois, et al.
Pubblicazione: (2024)

Reasoning Theater: Disentangling Model Beliefs from Chain-of-Thought
di: Boppana, Siddharth, et al.
Pubblicazione: (2026)

Verifying Chain-of-Thought Reasoning via Its Computational Graph
di: Zhao, Zheng, et al.
Pubblicazione: (2025)

CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning
di: Leang, Joshua Ong Jun, et al.
Pubblicazione: (2024)

Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL
di: Yao, Jiarui, et al.
Pubblicazione: (2025)

Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future
di: Chu, Zheng, et al.
Pubblicazione: (2023)

CoTAR: Chain-of-Thought Attribution Reasoning with Multi-level Granularity
di: Berchansky, Moshe, et al.
Pubblicazione: (2024)

Long-Context Reasoning Through Proxy-Based Chain-of-Thought Tuning
di: Li, Miao, et al.
Pubblicazione: (2026)

SmartSwitch: Advancing LLM Reasoning by Overcoming Underthinking via Promoting Deeper Thought Exploration
di: Zhang, Xichen, et al.
Pubblicazione: (2025)

Synergy-of-Thoughts: Eliciting Efficient Reasoning in Hybrid Language Models
di: Shang, Yu, et al.
Pubblicazione: (2024)

Generating Chain-of-Thoughts with a Pairwise-Comparison Approach to Searching for the Most Promising Intermediate Thought
di: Zhang, Zhen-Yu, et al.
Pubblicazione: (2024)