Copertina

Chain-of-Thought Unfaithfulness as Disguised Accuracy

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Bentham, Oliver, Stringham, Nathan, Marasović, Ana
Natura:	Preprint
Pubblicazione:	2024
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

Teaching People LLM's Errors and Getting it Right
di: Stringham, Nathan, et al.
Pubblicazione: (2025)

Gaming the Judge: Unfaithful Chain-of-Thought Can Undermine Agent Evaluation
di: Khalifa, Muhammad, et al.
Pubblicazione: (2026)

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

Analysing Chain of Thought Dynamics: Active Guidance or Unfaithful Post-hoc Rationalisation?
di: Lewis-Lim, Samuel, et al.
Pubblicazione: (2025)

Is Chain-of-Thought Really Not Explainability? Chain-of-Thought Can Be Faithful without Hint Verbalization
di: Zaman, Kerem, et al.
Pubblicazione: (2025)

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

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

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

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

Fragile Thoughts: How Large Language Models Handle Chain-of-Thought Perturbations
di: Aravindan, Ashwath Vaithinathan, et al.
Pubblicazione: (2026)

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)

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

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

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

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)

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

Watch Your Steps: Observable and Modular Chains of Thought
di: Cohen, Cassandra A., et al.
Pubblicazione: (2024)

Iteration Head: A Mechanistic Study of Chain-of-Thought
di: Cabannes, Vivien, et al.
Pubblicazione: (2024)

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

Latent Chain-of-Thought? Decoding the Depth-Recurrent Transformer
di: Lu, Wenquan, et al.
Pubblicazione: (2025)

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

Measuring Chain-of-Thought Monitorability Through Faithfulness and Verbosity
di: Meek, Austin, et al.
Pubblicazione: (2025)

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

Evolving Demonstration Optimization for Chain-of-Thought Feature Transformation
di: Wang, Xinyuan, et al.
Pubblicazione: (2026)

When More is Less: Understanding Chain-of-Thought Length in LLMs
di: Wu, Yuyang, et al.
Pubblicazione: (2025)

Learning to Rank Chain-of-Thought: Using a Small Model
di: Jiang, Eric Hanchen, et al.
Pubblicazione: (2025)

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)

When Chain-of-Thought Fails, the Solution Hides in the Hidden States
di: Mehrafarin, Houman, et al.
Pubblicazione: (2026)

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

Dialogue Ontology Relation Extraction via Constrained Chain-of-Thought Decoding
di: Vukovic, Renato, et al.
Pubblicazione: (2024)

Reinforcement Learning for Chain of Thought Compression with One-Domain-to-All Generalization
di: Li, Hanyu, 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)

Think When You Need: Self-Adaptive Chain-of-Thought Learning
di: Yang, Junjie, et al.
Pubblicazione: (2025)

Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling
di: Xu, Weijia, et al.
Pubblicazione: (2023)

Enhancing Auto-regressive Chain-of-Thought through Loop-Aligned Reasoning
di: Yu, Qifan, et al.
Pubblicazione: (2025)

Optimizing Chain-of-Thought Confidence via Topological and Dirichlet Risk Analysis
di: More, Abhishek, et al.
Pubblicazione: (2025)

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

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