John Giorgi

The paper introduces Biofactoid, a tool that crowdsources structured biological knowledge from authors, enabling efficient human-computer interaction and expanding existing pathway databases.

The paper evaluates methods to improve generalization of deep learning models for biomedical named entity recognition (BioNER) and introduces an open-source tool for the task.

This paper shows transfer learning improves biomedical named entity recognition by training a neural network on a large noisy dataset and fine-tuning it on a smaller reliable dataset.