PCR-Chain: Partial Code Reuse Assisted by Hierarchical Chaining of Prompts on Frozen Copilot

Author:

Huang Qing1,Zhu Jiahui1,Li Zhilong1,Xing Zhenchang2,Wang Changjing1,Xu Xiwei3

Affiliation:

1. Jiangxi Normal University,China

2. CSIRO's Data61 & Australian National University,Australia

3. CSIRO's Data61,Australia

Publisher

IEEE

Reference38 articles.

1. Enabling static analysis for partial java programs

2. Benchmarking generalization via in-context instructions on 1,600+ language tasks;wang;ArXiv Preprint,2022

3. Semfix: Program repair via semantic analysis;duong;2013 35th International Conference on Software Engineering (ICSE),0

4. Language models are few-shot learners;brown;ArXiv,2020

5. A Survey of Machine Learning for Big Code and Naturalness

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1. Let’s Discover More API Relations: A Large Language Model-based AI Chain for Unsupervised API Relation Inference;ACM Transactions on Software Engineering and Methodology;2024-07-23

2. Prompt Sapper: A LLM-Empowered Production Tool for Building AI Chains;ACM Transactions on Software Engineering and Methodology;2023-12-21

3. Large Language Models for Software Engineering: Survey and Open Problems;2023 IEEE/ACM International Conference on Software Engineering: Future of Software Engineering (ICSE-FoSE);2023-05-14

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