/multitask_code

Primary LanguageShell

multitask_code

code_search

Download dataset:

  • Downloaded from CodeBERT
  • OneDrive
  • To clean Python split: python preprocess.py --mode clean

Baselines:

  • go: StepLR
  • java: StepLR
  • javascript: Linear
  • php: StepLR
  • python: StepLR
  • ruby: StepLR

Code2UnitTest

Dataset:

  • Downloaded from Microsoft Methods2Test
    • To extract files: python preprocess.py --mode extract
  • OneDrive

Baselines:

  • For CodeT5 and CodeBERT = base with prefix
  • For GraphCodeBERT = base without prefix

For MultiTask Learning: