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InferFix: End-to-End Program Repair with LLMs

Matthew Jin, Syed Shahriar, Michele Tufano, Xin Shi, Shuai Lu, Neel Sundaresan, Alexey Svyatkovskiy

Abstract

Software development life cycle is profoundly influenced by bugs; their introduction, identification, and eventual resolution account for a significant portion of software development cost. This has motivated software engineering researchers and practitioners to propose different approaches for automating the identification and repair of software defects.

BibTeX
@inproceedings{Jin-al:FSE23,
  author    = {Matthew Jin and
               Syed Shahriar and
               Michele Tufano and
               Xin Shi and
               Shuai Lu and
               Neel Sundaresan and
               Alexey Svyatkovskiy},
  title     = {{InferFix:} {End-to-End} Program Repair with {LLMs}},
  booktitle = {{ESEC/SIGSOFT} {FSE}},
  pages     = {1646--1656},
  publisher = {{ACM}},
  year      = {2023},
}

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