This research project focuses on a deep learning approach to automatically link scholarly articles with their official software repositories on GitHub.

Key Contributions

  • SPECTER Model: Utilized for extracting information from both academic articles and software repositories.
  • Classification: Applied machine learning models, with LightGBM achieving high performance in binary classification tasks.

Read the paper (2024)