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

Table 5

Comparison of results yielded by FARM-BERT with the results yielded by state-of-the-art models on Twitter and PubMed datasets.

Models	Twitter			PubMed
	Cocos et al. [12]	0.704	0.829	0.755	—	—	—
Ramamoorthy and Murugan [9]	—	—	—	0.884	0.824	0.853
Ding et al. [11]	0.785	0.914	0.844	0.867	0.948	0.906
FARM-BERT	0.84	0.861	0.896	0.982	0.964	0.976