Cover Image

SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xin, Yue, Shen, Chen, Yan, Shaotian, Yuan, Xiaosong, Wang, Yaoming, Zhang, Xiaofeng, Huang, Chenxi, Ye, Jieping
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning
by: Huang, Chenxi, et al.
Published: (2025)

Instance-adaptive Zero-shot Chain-of-Thought Prompting
by: Yuan, Xiaosong, et al.
Published: (2024)

Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models
by: Yan, Shaotian, et al.
Published: (2025)

From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks
by: Zhang, Xiaofeng, et al.
Published: (2024)

Seeing Clearly by Layer Two: Enhancing Attention Heads to Alleviate Hallucination in LVLMs
by: Zhang, Xiaofeng, et al.
Published: (2024)

Backtracking When It Strays: Mitigating Dual Exposure Biases in LLM Reasoning Distillation
by: Wang, Bing, et al.
Published: (2026)

On the Step Length Confounding in LLM Reasoning Data Selection
by: Wang, Bing, et al.
Published: (2026)

Improving Complex Reasoning with Dynamic Prompt Corruption: A soft prompt Optimization Approach
by: Fan, Sinan, et al.
Published: (2025)

Concise and Organized Perception Facilitates Reasoning in Large Language Models
by: Liu, Junjie, et al.
Published: (2023)

Where Did This Sentence Come From? Tracing Provenance in LLM Reasoning Distillation
by: Liu, Kaiyuan, et al.
Published: (2025)

Are Rationales Necessary and Sufficient? Tuning LLMs for Explainable Misinformation Detection
by: Wang, Bing, et al.
Published: (2026)

Distribution-Aligned Sequence Distillation for Superior Long-CoT Reasoning
by: Yan, Shaotian, et al.
Published: (2026)

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models
by: Liu, Kaiyuan, et al.
Published: (2025)

Through the Lens of Contrast: Self-Improving Visual Reasoning in VLMs
by: Pan, Zhiyu, et al.
Published: (2026)

Markov Chain of Thought for Efficient Mathematical Reasoning
by: Yang, Wen, et al.
Published: (2024)

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

MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning
by: Chen, Xinyan, et al.
Published: (2025)

MathCanvas: Intrinsic Visual Chain-of-Thought for Multimodal Mathematical Reasoning
by: Shi, Weikang, et al.
Published: (2025)

When the Chain Breaks: Interactive Diagnosis of LLM Chain-of-Thought Reasoning Errors
by: Chen, Shiwei, et al.
Published: (2026)

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

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

LLMs can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thought
by: Jiang, Zhuoxuan, et al.
Published: (2024)

Unveiling Confirmation Bias in Chain-of-Thought Reasoning
by: Wan, Yue, et al.
Published: (2025)

Rethinking Chain-of-Thought Reasoning for Videos
by: Zhong, Yiwu, et al.
Published: (2025)

PrismAudio: Decomposed Chain-of-Thoughts and Multi-dimensional Rewards for Video-to-Audio Generation
by: Liu, Huadai, et al.
Published: (2025)

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

Cognitive Loop of Thought: Reversible Hierarchical Markov Chain for Efficient Mathematical Reasoning
by: Zhang, Jia-Chen, et al.
Published: (2026)

CoTEvol: Self-Evolving Chain-of-Thoughts for Data Synthesis in Mathematical Reasoning
by: Wang, Zhuo, et al.
Published: (2026)

Demystifying Long Chain-of-Thought Reasoning in LLMs
by: Yeo, Edward, et al.
Published: (2025)

SAVOIR: Learning Social Savoir-Faire via Shapley-based Reward Attribution
by: Feng, Xiachong, et al.
Published: (2026)

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

Revisiting the Necessity of Lengthy Chain-of-Thought in Vision-centric Reasoning Generalization
by: Du, Yifan, et al.
Published: (2025)

Mechanistic Evidence for Faithfulness Decay in Chain-of-Thought Reasoning
by: Ye, Donald, et al.
Published: (2026)

Keypoint-based Progressive Chain-of-Thought Distillation for LLMs
by: Feng, Kaituo, et al.
Published: (2024)

TokenShapley: Token Level Context Attribution with Shapley Value
by: Xiao, Yingtai, et al.
Published: (2025)

Rethinking Reasoning in Document Ranking: Why Chain-of-Thought Falls Short
by: Lu, Xuan, et al.
Published: (2025)

Argus: Vision-Centric Reasoning with Grounded Chain-of-Thought
by: Man, Yunze, et al.
Published: (2025)

VLM-R$^3$: Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought
by: Jiang, Chaoya, et al.
Published: (2025)

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

Reasoning Fails Where Step Flow Breaks
by: Xu, Xiaoyu, et al.
Published: (2026)