Automating Code-Related Tasks Through Transformers: The Impact of Pre-training

Author:

Tufano Rosalia1,Pascarella Luca1,Bavota Gabriele1

Affiliation:

1. Software Institute - USI Universita della Svizzera italiana,Switzerland

Publisher

IEEE

Reference87 articles.

1. An empirical study on the usage of transformer models for code completion;ciniselli;IEEE Transactions on Software Engineering,2021

2. BERT: pre-training of deep bidirectional transformers for language understanding;devlin;Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics Human Language Technologies NAACL-HLT,2019

3. IntelliCode compose: code generation using transformer

4. CodeBERT: A Pre-Trained Model for Programming and Natural Languages

5. Leveraging Small Software Engineering Data Sets with Pre-Trained Neural Networks

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