Boosting Commit Classification with Contrastive Learning

J Tong, Z Wang, X Rui - arXiv preprint arXiv:2308.08263, 2023 - arxiv.org
Commit Classification (CC) is an important task in software maintenance, which helps
software developers classify code changes into different types according to their nature and …

LABO: Towards Learning Optimal Label Regularization via Bi-level Optimization

P Lu, A Rashid, I Kobyzev, M Rezagholizadeh… - arXiv preprint arXiv …, 2023 - arxiv.org
Regularization techniques are crucial to improving the generalization performance and
training efficiency of deep neural networks. Many deep learning algorithms rely on weight …