Multilingual training for software engineering

Author:

Ahmed Toufique1,Devanbu Premkumar1

Affiliation:

1. University of California

Funder

NSF (National Science Foundation)

UC Davis

Publisher

ACM

Reference76 articles.

1. Unified Pre-training for Program Understanding and Generation

2. A Transformer-based Approach for Source Code Summarization

3. Learning to Find Usage of Library Functions in Optimized Binaries

4. Toufique Ahmed , Noah Rose Ledesma, and Premkumar Devanbu . 2021 . SYNFIX : Automatically Fixing Syntax Errors using Compiler Diagnostics . arXiv:2104.14671 [cs.SE] Toufique Ahmed, Noah Rose Ledesma, and Premkumar Devanbu. 2021. SYNFIX: Automatically Fixing Syntax Errors using Compiler Diagnostics. arXiv:2104.14671 [cs.SE]

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

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1. Assess and Summarize: Improve Outage Understanding with Large Language Models;Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering;2023-11-30

2. Abstract Syntax Tree for Method Name Prediction: How Far Are We?;2023 IEEE 23rd International Conference on Software Quality, Reliability, and Security (QRS);2023-10-22

3. Towards a Universal Python: Translating the Natural Modality of Python into Other Human Languages;2023 IEEE International Conference on Software Maintenance and Evolution (ICSME);2023-10-01

4. An Empirical Study of Parameter-Efficient Fine-Tuning Methods for Pre-Trained Code Models;2023 38th IEEE/ACM International Conference on Automated Software Engineering (ASE);2023-09-11

5. Who evaluates the evaluators? On automatic metrics for assessing AI-based offensive code generators;Expert Systems with Applications;2023-09

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