Adverse drug reaction detection via a multihop self-attention mechanism

BMC Bioinformatics

Table 5 Performance of various modules on the TwiMed corpus

Method	TwiMed-PubMed			TwiMed-Twitter
	P	R	F1	P	R	F1
BiLSTM	0.853	0.806	0.829	0.680	0.754	0.715
BiLSTM+position	0.843	0.825	0.836	0.809	0.654	0.723
BiLSTM+Self-Attention+position	0.855	0.845	0.846	0.731	0.793	0.751
BiLSTM+MSAM+position	0.858	0.852	0.853	0.748	0.856	0.799

ISSN: 1471-2105