A systematic evaluation of large language models of code

Author:

Xu Frank F.1,Alon Uri1,Neubig Graham1,Hellendoorn Vincent Josua1

Affiliation:

1. Carnegie Mellon University, USA

Publisher

ACM

Reference37 articles.

1. Unified Pre-training for Program Understanding and Generation

2. The adverse effects of code duplication in machine learning models of code

3. Uri Alon , Roy Sadaka , Omer Levy , and Eran Yahav . 2020 . Structural language models of code . In International Conference on Machine Learning. 245–256 . Uri Alon, Roy Sadaka, Omer Levy, and Eran Yahav. 2020. Structural language models of code. In International Conference on Machine Learning. 245–256.

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

5. Alexei Baevski and Michael Auli. 2018. Adaptive input representations for neural language modeling. arXiv preprint arXiv:1809.10853. Alexei Baevski and Michael Auli. 2018. Adaptive input representations for neural language modeling. arXiv preprint arXiv:1809.10853.

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