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BigIssue: A Realistic Bug Localization Benchmark [article]

Paul Kassianik, Erik Nijkamp, Bo Pang, Yingbo Zhou, Caiming Xiong
2022 arXiv   pre-print
We propose BigIssue: a benchmark for realistic bug localization. The goal of the benchmark is two-fold.  ...  We provide (1) a general benchmark with a diversity of real and synthetic Java bugs and (2) a motivation to improve bug localization capabilities of models through attention to the full repository context  ...  Synthetic vs Realistic Bug Detection In this Section, we will conduct a preliminary analysis of the hardness of the BigIssues benchmark.  ... 
arXiv:2207.10739v1 fatcat:uaiszsoe25hqhc4u7tghwrgdru