C2-Faith: Benchmarking LLM Judges for Causal and Coverage Faithfulness in Chain-of-Thought Reasoning | ScienceToStartup | ScienceToStartup

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References (16)

[1]

A Pragmatic Way to Measure Chain-of-Thought Monitorability

2025Scott Emmons, Roland S. Zimmermann et al.

[2]

FaithCoT-Bench: Benchmarking Instance-Level Faithfulness of Chain-of-Thought Reasoning

2025Xu Shen, Song Wang et al.

[3]

Thought Anchors: Which LLM Reasoning Steps Matter?

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"Develop a benchmark tool, C2-Faith, to evaluate the faithfulness of LLM judges in chain-of-thought reasoning."

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C2-Faith: Benchmarking LLM Judges for Causal and Coverage Faithfulness in Chain-of-Thought Reasoning

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Founder's Pitch

"Develop a benchmark tool, C2-Faith, to evaluate the faithfulness of LLM judges in chain-of-thought reasoning."

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C2-Faith: Benchmarking LLM Judges for Causal and Coverage Faithfulness in Chain-of-Thought Reasoning

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References (16)

Founder's Pitch

"Develop a benchmark tool, C2-Faith, to evaluate the faithfulness of LLM judges in chain-of-thought reasoning."

Commercial Viability Breakdown

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