Represent Code as Action Sequence for Predicting Next Method Call

Author:

Jiang Yu1,Wang Liang1,Hu Hao1,Tao Xianping1

Affiliation:

1. Nanjing University, China

Publisher

ACM

Reference23 articles.

1. Suggesting accurate method and class names

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

3. 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 , 2091–2100. 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, 2091–2100.

4. A general path-based representation for predicting program properties

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(2018). 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(2018).

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