Classifying Source Code: How Far Can Compressor-based Classifiers Go?

Author:

Yang Zhou1ORCID

Affiliation:

1. Singapore Management University, Singapore, Singapore

Publisher

ACM

Reference19 articles.

1. Wasi Ahmad, Saikat Chakraborty, Baishakhi Ray, and Kai-Wei Chang. 2021. Unified Pre-training for Program Understanding and Generation. In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Association for Computational Linguistics, Online, 2655--2668.

2. Text Classification Using Compression-Based Dissimilarity Measures

3. Ahmed Elnaggar Wei Ding Llion Jones Tom Gibbs Tamas Feher Christoph Angerer Silvia Severini Florian Matthes and Burkhard Rost. 2021. CodeTrans: Towards Cracking the Language of Silicon's Code Through Self-Supervised Deep Learning and High Performance Computing. arXiv:2104.02443 [cs.SE]

4. Zhangyin Feng, Daya Guo, Duyu Tang, Nan Duan, Xiaocheng Feng, Ming Gong, Linjun Shou, Bing Qin, Ting Liu, Daxin Jiang, and Ming Zhou. 2020. CodeBERT: A Pre-Trained Model for Programming and Natural Languages. In Findings of the Association for Computational Linguistics: EMNLP 2020. Association for Computational Linguistics, 1536--1547.

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