Research Article

Pharmacovigilance with Transformers: A Framework to Detect Adverse Drug Reactions Using BERT Fine-Tuned with FARM

Table 1

Quantitative details of Twitter, PubMed, and TwiMed datasets.

DatasetsNo. of documentsNo. of labelsMax sentence length

Twitter844436
PubMed6821393
TwiMed-PubMed10002137
TwiMed-Twitter625264