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Table 8

Performance with different character embeddings options on the event mention detection only task and on the mention detection + classification task.

	MENTION DETECTION ONLY			DETECTION + CLASSIFICATION
	P	R	F1	P	R	F1
CNN	82.50%	83.53%	82.99%	63.46%	62.93%	63.19%
LSTM	81.40%	85.23%	83.37%	63.86%	63.30%	63.57%
NONE	82.53%	83.65%	83.04%	63.93%	63.70%	63.81%

	MENTION DETECTION ONLY			DETECTION + CLASSIFICATION
	P	R	F1	P	R	F1
CNN	82.50%	83.53%	82.99%	63.46%	62.93%	63.19%
LSTM	81.40%	85.23%	83.37%	63.86%	63.30%	63.57%
NONE	82.53%	83.65%	83.04%	63.93%	63.70%	63.81%