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cs.SE2023
RepairLLaMA: Efficient Representations and Fine-Tuned Adapters for Program Repair
André Silva, Sen Fang, Martin Monperrus
Automated Program Repair (APR) has evolved significantly with the advent of Large Language Models (LLMs). Fine-tuning LLMs for program repair is a recent avenue of research, with m…
cs.SE2023
GitBug-Actions: Building Reproducible Bug-Fix Benchmarks with GitHub Actions
Nuno Saavedra, André Silva, Martin Monperrus
Bug-fix benchmarks are fundamental in advancing various sub-fields of software engineering such as automatic program repair (APR) and fault localization (FL). A good benchmark must…