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Xin Yao

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Jul 2026

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness

Experiments show that CASE achieves a 37\% average per-setting relative improvement in overall CoT faithfulness over the strongest baselines, exhibits stronger cross-dataset faithfulness transfer, and maintains competitive average accuracy.

Ziming Wang, Yinghua Yao, Changwu Huang et al. · 0 citations

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