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Sun Yat-sen University Zhuhai Key Laboratory of Trusted Large Language Models
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Design knowledge is the game-changer that boosts repository-level code generation, leading to a 9.55 percentage point improvement in performance over existing models.
LLMs can now generate more complete and up-to-date code documentation 3x faster while using 85% fewer tokens, thanks to a novel knowledge graph representation of code repositories.