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Chain-of-Thought Reasoning In The Wild Is Not Always Faithful
2025Iv'an Arcuschin, Jett Janiak et al.
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Measuring Chain of Thought Faithfulness by Unlearning Reasoning Steps
2025Martin Tutek, Fateme Hashemi Chaleshtori et al.
[3]
Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs
2024Minh-Vuong Nguyen, Linhao Luo et al.
[4]
Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations
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Let's Verify Step by Step
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Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting
2023Miles Turpin, Julian Michael et al.
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Large Language Models are Better Reasoners with Self-Verification
2022Yixuan Weng, Minjun Zhu et al.
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2022Takeshi Kojima, S. Gu et al.
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[12]
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies
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