416 citations · 455 across the 2 of their papers we have counts for
3 papers
cs.SE2022★ 39 cited
Methods2Test: A dataset of focal methods mapped to test cases
Michele Tufano, Shao Kun Deng, Neel Sundaresan +1
Unit testing is an essential part of the software development process, which helps to identify issues with source code in early stages of development and prevent regressions. Machi…
cs.SE2021★ 416 cited
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation
Shuai Lu, Daya Guo, Shuo Ren +19
Benchmark datasets have a significant impact on accelerating research in programming language tasks. In this paper, we introduce CodeXGLUE, a benchmark dataset to foster machine le…
cs.CL2020
IntelliCode Compose: Code Generation Using Transformer
Alexey Svyatkovskiy, Shao Kun Deng, Shengyu Fu +1
In software development through integrated development environments (IDEs), code completion is one of the most widely used features. Nevertheless, majority of integrated developmen…