专利检索 ap:("Microsoft Technology Licensing, LLC") AND inv:"Jialu ZHANG" 第 1 页

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发明公开
PROGRAM IMPROVEMENT USING LARGE LANGUAGE MODELS 审中-公开

公开(公告)号：US20240256423A1

公开(公告)日：2024-08-01

申请号：US18159712

申请日：2023-01-26

申请人： Microsoft Technology Licensing, LLC

发明人： Jialu ZHANG , José Pablo CAMBRONERO SÁNCHEZ , Gustavo ARAUJO SOARES , Vu Minh LE , Sumit GULWANI , Gust Ben Anneloes VERBRUGGEN

IPC分类号： G06F11/36 , G06F8/41 , G06F8/71

CPC分类号： G06F11/3608 , G06F8/42 , G06F8/71

摘要： Some embodiments generate prompts and submit them in queries to a language model trained on code to perform automated program repair. Some embodiments fix syntactic mistakes and semantic mistakes by combining multimodal prompts, iterative querying, test-case-based selection of few-shots, and program chunking. In some cases, edit distance is minimized between an initial flawed program and the automatically created improved version of that program. The initial flawed program is obtained from a programming student, or from a source code generator.