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Xin-Yi Wei

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#large language models Open access Sep 2026

SRFE: Measuring Chain-of-Thought Faithfulness with Independent Stepwise Visual Probes

Using stepwise probe as an external reference or Chain-of-Thought (CoT) to evaluate visual-language model (VLM) analysis ability is common, but the faithfulness of PASS/FAIL verdicts in VLM produced by explicit CoT and independent SRFE probe needs further work to figure out. Prior works on CoT faithfulness are mainly a...

Xin-Yi Wei · 0 citations

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