GrammarT5: Grammar-Integrated Pretrained Encoder-Decoder Neural Model for Code

Author:

Zhu Qihao1ORCID,Liang Qingyuan1ORCID,Sun Zeyu2ORCID,Xiong Yingfei1ORCID,Zhang Lu1ORCID,Cheng Shengyu3ORCID

Affiliation:

1. Peking University, Beijing, China

2. Zhongguancun Laboratory, Beijing, China

3. ZTE Corporation, Chengdu, China

Publisher

ACM

Reference50 articles.

1. Unified Pre-training for Program Understanding and Generation

2. Jacob Austin Augustus Odena Maxwell Nye Maarten Bosma Henryk Michalewski David Dohan Ellen Jiang Carrie Cai Michael Terry Quoc Le et al. 2021. Program synthesis with large language models. arXiv preprint arXiv:2108.07732 (2021).

3. Mark Chen, Jerry Tworek, Heewoo Jun, Qiming Yuan, Henrique Ponde de Oliveira Pinto, Jared Kaplan, Harri Edwards, Yuri Burda, Nicholas Joseph, Greg Brockman, et al. 2021. Evaluating large language models trained on code. arXiv preprint arXiv:2107.03374 (2021).

4. Xinyun Chen, Chang Liu, and Dawn Song. 2018. Tree-to-tree neural networks for program translation. Advances in neural information processing systems 31 (2018).

5. Codeparrot. 2023. GitHub Code Dataset. https://huggingface.co/datasets/codeparrot/github-code

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