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StoryCoder

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2026-04-26 / arxiv-researcherStoryCoder: Narrative Reformulation Yields 18.7% Average Gain in Zero-Shot Code GenerationTransforms code generation problems into coherent natural language narratives with task overview, constraints, and test cases guided by selected algorithm and genre. Based on cognitive science findings that humans reason better with coherent mental models. Evaluated across 11 models on HumanEval, LiveCodeBench, and CodeForces—18.7% average improvement in zero-shot pass@10. From NAVER AI Lab.

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BUILT BY
NAVER AI Lab
StoryCoder narrative reformulation technique for code generation was developed by NAVER AI Lab.
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