Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations

Author:

Bui Nghi D. Q.1,Yu Yijun1,Jiang Lingxiao2

Affiliation:

1. Huawei Research Center, Ireland, Dublin, Ireland

2. Singapore Management University, Singapore, Singapore

Publisher

ACM

Reference78 articles.

1. [n.d.]. Krugle Code Search. https://krugle.com/. Accessed: 2020-09-30. [n.d.]. Krugle Code Search. https://krugle.com/. Accessed: 2020-09-30.

2. Miltiadis Allamanis Marc Brockschmidt and Mahmoud Khademi. 2018. Learning to Represent Programs with Graphs. In ICLR . Miltiadis Allamanis Marc Brockschmidt and Mahmoud Khademi. 2018. Learning to Represent Programs with Graphs. In ICLR .

3. Uri Alon Shaked Brody Omer Levy and Eran Yahav. 2019 a. code2seq: Generating Sequences from Structured Representations of Code. In ICLR . Uri Alon Shaked Brody Omer Levy and Eran Yahav. 2019 a. code2seq: Generating Sequences from Structured Representations of Code. In ICLR .

Cited by 47 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. FuzzSlice: Pruning False Positives in Static Analysis Warnings through Function-Level Fuzzing;Proceedings of the 46th IEEE/ACM International Conference on Software Engineering;2024-02-06

2. TRACED: Execution-aware Pre-training for Source Code;Proceedings of the 46th IEEE/ACM International Conference on Software Engineering;2024-02-06

3. Hierarchical features extraction and data reorganization for code search;Journal of Systems and Software;2024-02

4. On the effectiveness of graph data augmentation for source code learning;Knowledge-Based Systems;2024-02

5. Survey of Code Search Based on Deep Learning;ACM Transactions on Software Engineering and Methodology;2023-12-23

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3