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Impact of code language models on automated program repair
Automated program repair (APR) aims to help developers improve software reliability by
generating patches for buggy programs. Although many code language models (CLM) are …
generating patches for buggy programs. Although many code language models (CLM) are …
Explainable automated debugging via large language model-driven scientific debugging
Automated debugging techniques have the potential to reduce developer effort in
debugging. However, while developers want rationales for the provided automatic …
debugging. However, while developers want rationales for the provided automatic …
Thinkrepair: Self-directed automated program repair
Though many approaches have been proposed for Automated Program Repair (APR) and
indeed achieved remarkable performance, they still have limitations in fixing bugs that …
indeed achieved remarkable performance, they still have limitations in fixing bugs that …
Automated Program Repair: Emerging trends pose and expose problems for benchmarks
Machine learning (ML) pervades the field of Automated Program Repair (APR). Algorithms
deploy neural machine translation and large language models (LLMs) to generate software …
deploy neural machine translation and large language models (LLMs) to generate software …