LLM Fault Localisation within Evolutionary Computation Based Automated Program Repair

Author:

Bin Murtaza Sardar1ORCID,Mccoy Aidan1ORCID,Ren Zhiyuan1ORCID,Murphy Aidan23ORCID,Banzhaf Wolfgang1ORCID

Affiliation:

1. Michigan State University, East Lansing, United States of America

2. University College Dublin, Dublin, Ireland

3. Michigan State University, East Lansing, USA

Publisher

ACM

Reference9 articles.

1. GZoltar: an eclipse plug-in for testing and debugging

2. Angela Fan, Beliz Gokkaya, Mark Harman, Mitya Lyubarskiy, Shubho Sengupta, Shin Yoo, and Jie M Zhang. 2023. Large language models for software engineering: Survey and open problems. arXiv preprint arXiv:2310.03533 (2023).

3. Defects4J: a database of existing faults to enable controlled testing studies for Java programs

4. Sungmin Kang, Gabin An, and Shin Yoo. 2023. A preliminary evaluation of llm-based fault localization. arXiv preprint arXiv:2308.05487 (2023).

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