We propose an effective model based on BERT to classify tweets as medical and non-medical. We experimentally validate the proposed model on more than 14k tweets, reaching accuracy levels of 0.93.
Twitter goes to the doctor: Detecting medical tweets using machine learning and BERT
Roitero K.;Della Mea V.;Mizzaro S.;Serra G.
2020-01-01
Abstract
We propose an effective model based on BERT to classify tweets as medical and non-medical. We experimentally validate the proposed model on more than 14k tweets, reaching accuracy levels of 0.93.File in questo prodotto:
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