ASKDetector: An AST-Semantic and Key Features Fusion based Code Comment Mismatch Detector

Author:

Yang Haiyang1ORCID,Chen Hao1ORCID,Kuai Zhirui1ORCID,Tu Shuyuan1ORCID,Kuang Li1ORCID

Affiliation:

1. School of Computer Science and Engineering, Central South University, Changsha, China

Funder

CCF-Tencent Rhino-Bird Open Research Fund

High Performance Computing Center of Central South University, PR China

Publisher

ACM

Reference42 articles.

1. Miltiadis Allamanis, Hao Peng, and Charles Sutton. 2016. A convolutional attention network for extreme summarization of source code. In International conference on machine learning. PMLR, PMLR, New York, New York, USA, 2091--2100.

2. Saikat Chakraborty and Baishakhi Ray. 2021. On Multi-Modal Learning of Editing Source Code. In 2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE). IEEE, IEEE, Los Alamitos, CA, USA, 443--455.

3. Leveraging Control Flow Knowledge in SMT Solving of Program Verification

4. Coherence of comments and method implementations: a dataset and an empirical investigation

5. Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018. Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 abs/1810.04805 (2018), 1--16.

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