Knowledge-extraction-from-CORD-19

Knowledge extraction from CORD-19 (COVID-19 Open Research Dataset)

Modules:

• Entity extraction
  • MER: Francisco Couto and Andre Lamurias. 2018. MER: a shell script and annotation server for minimal named entity recognition and linking. Journal of Cheminformatics, vol. 10, no. 58, pp. 1--10
• Relation extraction
  • BiOnt: Diana Sousa and Francisco M. Couto. 2020. BiOnt: Deep Learning using Multiple Biomedical Ontologies for Relation Extraction.
• Recommender system
  • CHERM and cARM: Barros, Márcia, André Moitinho, and Francisco M. Couto. "Using research literature to generate datasets of implicit feedback for recommending scientific items." IEEE Access 7 (2019): 176668-176680.

More information can be found inside the directory of each module.