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Table 11

Results of the CRF classifier and the BiLSTM model with the best configuration for the event mention detection only task and for the detection + classification task.

	MENTION DETECTION ONLY			DETECTION + CLASSIFICATION
	P	R	F1	P	R	F1
CFR	84.95%	82.36%	83.57%	37.21%	27.65%	29.09%
BiLSTM	82.30%	85.00%	83.62%	66.20%	62.70%	64.39%
Baseline	80.35%	74.64%	77.14%	31.25%	19.26%	21.33%

	MENTION DETECTION ONLY			DETECTION + CLASSIFICATION
	P	R	F1	P	R	F1
CFR	84.95%	82.36%	83.57%	37.21%	27.65%	29.09%
BiLSTM	82.30%	85.00%	83.62%	66.20%	62.70%	64.39%
Baseline	80.35%	74.64%	77.14%	31.25%	19.26%	21.33%

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