The Plastic Surgery Hypothesis in the Era of Large Language Models

Author:

Xia Chunqiu Steven1,Ding Yifeng1,Zhang Lingming1

Affiliation:

1. University of Illinois,Urbana-Champaign

Funder

NSF

Publisher

IEEE

Reference92 articles.

1. ASTOR: a program repair library for Java (demo)

2. Evaluating instruction-tuned large language models on code comprehension and generation;yuan;ArXiv Preprint,2023

3. SketchFix: a tool for automated program repair approach using lazy candidate generation

4. Classeval: A manually-crafted benchmark for evaluating llms on class-level code generation;du;ArXiv Preprint,2023

5. TBar: revisiting template-based automated program repair

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1. Generative AI for Self-Adaptive Systems: State of the Art and Research Roadmap;ACM Transactions on Autonomous and Adaptive Systems;2024-08-20

2. Evaluating Fault Localization and Program Repair Capabilities of Existing Closed-Source General-Purpose LLMs;Proceedings of the 1st International Workshop on Large Language Models for Code;2024-04-20

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