Language Models for Code Completion: A Practical Evaluation

Author:

Izadi Maliheh1ORCID,Katzy Jonathan1ORCID,Van Dam Tim1ORCID,Otten Marc1ORCID,Popescu Razvan Mihai1ORCID,Van Deursen Arie1ORCID

Affiliation:

1. Delft University of Technology, Delft, Netherlands

Publisher

ACM

Reference52 articles.

1. CodeFill

2. Daniel Fried, Armen Aghajanyan, Jessy Lin, Sida Wang, Eric Wallace, Freda Shi, Ruiqi Zhong, Scott Yih, Luke Zettlemoyer, and Mike Lewis. Incoder: A generative model for code infilling and synthesis. In The Eleventh International Conference on Learning Representations, 2023.

3. UniXcoder: Unified Cross-Modal Pre-training for Code Representation

4. CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation

5. Raymond Li, Loubna Ben Allal, Yangtian Zi, Niklas Muennighoff, Denis Kocetkov, Chenghao Mou, Marc Marone, Christopher Akiki, Jia Li, Jenny Chim, et al. Starcoder: may the source be with you! arXiv preprint arXiv:2305.06161, 2023.

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