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Pseudocode-Guided Structured Reasoning for Automating Reliable Inference in Vision-Language Models

arXiv cs.AI · 2026-05-20

Proposes the Pseudocode-guided Structured Reasoning framework (PStar) that adaptively selects structured pseudocode reasoning paths to reduce hallucinations in Vision-Language Models, achieving state-of-the-art scores on POPE and MMStar benchmarks.

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