Cross-domain deep code search with meta learning

Author:

Chai Yitian1,Zhang Hongyu2,Shen Beijun1,Gu Xiaodong1

Affiliation:

1. Shanghai Jiao Tong University, China

2. The University of Newcastle, Australia

Funder

The National Natural Science Foundation of China

CCF-Baidu Open Fund

Publisher

ACM

Reference45 articles.

1. Wasi Uddin Ahmad Saikat Chakraborty Baishakhi Ray and Kai-Wei Chang. 2021. Unified Pre-training for Program Understanding and Generation. arXiv:2103.06333 [cs.CL] Wasi Uddin Ahmad Saikat Chakraborty Baishakhi Ray and Kai-Wei Chang. 2021. Unified Pre-training for Program Understanding and Generation. arXiv:2103.06333 [cs.CL]

2. Sushil Bajracharya , Trung Ngo , Erik Linstead , Yimeng Dou , Paul Rigor , Pierre Baldi , and Cristina Lopes . 2006. Sourcerer: a search engine for open source code supporting structure-based search . In Companion to the 21st ACM SIGPLAN symposium on Object-oriented programming systems, languages, and applications. 681--682. Sushil Bajracharya, Trung Ngo, Erik Linstead, Yimeng Dou, Paul Rigor, Pierre Baldi, and Cristina Lopes. 2006. Sourcerer: a search engine for open source code supporting structure-based search. In Companion to the 21st ACM SIGPLAN symposium on Object-oriented programming systems, languages, and applications. 681--682.

3. Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell Sandhini Agarwal Ariel Herbert-Voss Gretchen Krueger Tom Henighan Rewon Child Aditya Ramesh Daniel M. Ziegler Jeffrey Wu Clemens Winter Christopher Hesse Mark Chen Eric Sigler Mateusz Litwin Scott Gray Benjamin Chess Jack Clark Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever and Dario Amodei. 2020. Language Models are Few-Shot Learners. arXiv:2005.14165 [cs.CL] Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell Sandhini Agarwal Ariel Herbert-Voss Gretchen Krueger Tom Henighan Rewon Child Aditya Ramesh Daniel M. Ziegler Jeffrey Wu Clemens Winter Christopher Hesse Mark Chen Eric Sigler Mateusz Litwin Scott Gray Benjamin Chess Jack Clark Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever and Dario Amodei. 2020. Language Models are Few-Shot Learners. arXiv:2005.14165 [cs.CL]

4. When deep learning met code search

5. Casey Casalnuovo Kenji Sagae and Prem Devanbu. 2018. Studying the Difference Between Natural and Programming Language Corpora. arXiv:1806.02437 [cs.CL] Casey Casalnuovo Kenji Sagae and Prem Devanbu. 2018. Studying the Difference Between Natural and Programming Language Corpora. arXiv:1806.02437 [cs.CL]

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1. Predicting Configuration Performance in Multiple Environments with Sequential Meta-Learning;Proceedings of the ACM on Software Engineering;2024-07-12

2. An Empirical Study of Code Search in Intelligent Coding Assistant: Perceptions, Expectations, and Directions;Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering;2024-07-10

3. APT: Adaptive Prefix-Tuning on Pretrained Models for Code Intelligence;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30

4. What Makes a Good TODO Comment?;ACM Transactions on Software Engineering and Methodology;2024-06-28

5. CMCS: contrastive-metric learning via vector-level sampling and augmentation for code search;Scientific Reports;2024-06-24

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