Skip to content

Collected datasets from open issue repositories for components prediction

License

Notifications You must be signed in to change notification settings

daesungwang/Components-Prediction

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

19 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Component-Prediction

Introduction

This repository is for the research paper: Automatic Component Prediction for Issue Reports Using Fine-tuned Pretrained Language Models

For details, please read our paper.

Citing

@article{wang2022automatic,
  title={Automatic Component Prediction for Issue Reports Using Fine-Tuned Pretrained Language Models},
  author={Wang, Dae-Sung and Lee, Chan-Gun},
  journal={IEEE Access},
  volume={10},
  pages={131456--131468},
  year={2022},
  publisher={IEEE}
}

Gathering option

Repository Product Option
Bugzilla Firefox Resolved, Solved, Closed
Eclipse Foundation Community Resolved, Solved, Closed
Eclipse Platform Eclipse Projecet Resolved, Solved, Closed

Result

Dataset Collected Issues Collected Components
Bugzilla Firefox 19,870 77
Eclipse Foundation 21,644 41
Eclipse Platform 18,886 19

Task based method evaluation Result

Validation loss

Recall at k by Task 1-3

Reference

About

Collected datasets from open issue repositories for components prediction

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published