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Table 9
Precision, Recall, and F1 score with the CRF and Softmax classifiers in the event mention detection only task and in the event detection + classification task.
.
MENTION DETECTION ONLY
.
DETECTION + CLASSIFICATION
.
P
.
R
.
F1
.
P
.
R
.
F1
.
CRF
82.50%
83.53%
82.99%
63.46%
62.93%
63.19%
Softmax
81.10%
82.30%
81.69%
62.67%
62.57%
62.61%
.
MENTION DETECTION ONLY
.
DETECTION + CLASSIFICATION
.
P
.
R
.
F1
.
P
.
R
.
F1
.
CRF
82.50%
83.53%
82.99%
63.46%
62.93%
63.19%
Softmax
81.10%
82.30%
81.69%
62.67%
62.57%
62.61%
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