Nature

Deep multi-metrics learning for mobile app defect prediction using code and process metrics

The rise in mobile apps necessitates precise defect prediction to aid developers in resource allocation. The efficacy of defect prediction relies on data representation and model selection. However, ...
Nature

Deep active learning for multi label text classification

Given a set of labels, multi-label text classification (MLTC) aims to assign multiple relevant labels for a text. Recently, deep learning models get inspiring results in MLTC. Training a high-quality ...

Microsoft’s open-source SkillOpt automatically upgrades AI agent skills without touching model weights

Microsoft's SkillOpt brings deep-learning discipline to AI agent skills, replacing manual prompt tweaking with mathematically ...