Distantly Supervised Active Learning for Named Entity Recognition in Open Source Software Ecosystems

The author proposes a novel NER technique tailored for open-source software systems to address the scarcity of annotated data by employing distantly supervised annotation processes. The approach significantly outperforms existing models and enhances model performance.