Replication Package

Projects

List of open source projects' bug reports used in this study.

Research Question 1

Which classifier to use for fine-tuning BERT to better detect duplicate bug reports?

Research Question 2

How does our model perform when trained on (1) bug titles only, (2) bug descriptions only and (3) titles and descriptions combined?

Research Question 3

How does the BERT-MLP model compare to other models, namely DC-CNN, Sentence-BERT and RoBERTa?