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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Tairan Wang

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#artificial intelligence Book Open access Mar 2025

HoarePrompt: Structural Reasoning About Program Correctness in Natural Language

HoarePrompt is introduced, a novel approach that adapts fundamental ideas from program verification to natural language artifacts and improves the MCC by 61% compared to directly using Zero-shot-CoT prompts for correctness classification and outperforms a classifier that assesses correctness via LLM-based test generati...

D. S. Bouras, Yi-Han Dai, Tairan Wang et al. · 14 citations · ⚡2

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