Ensemble of deep learning language models to support the creation of living systematic reviews for the COVID-19 literature
Julien Knafou, Quentin Haas, Nikolay Borissov, Michel Jacques Counotte, Nicola N Low, Hira Imeri, Aziz Mert Ipekci, Diana Buitrago‐García, Leonie Heron, Poorya Amini, Douglas Teodoro
This paper uses an ensemble of deep learning language models to classify and rank COVID-19 publications, outperforming standalone models in accuracy and confidence.
bioRxiv · Jan 18, 2023 · PreprintBioinformatics