Table 6.

Outcomes using different lattice embeddings.

Model	+General Lattice			+General & Medical Lattice			+Medical Lattice
	P	R	F1	P	R	F1	P	R	F1
SoftLexicon (LSTM)	70.52	85.91	77.46	71.15	86.91	78.25	75.45	83.56	79.30
SoftLexicon (LSTM)+bichar	71.47	86.58	78.30	71.11	85.91	77.81	72.10	87.58	79.10
SoftLexicon (LSTM)+BERT	73.24	87.25	79.63	71.43	87.25	78.55	72.25	88.26	79.46