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Table 5:
Ablation results on the CoNLL-2009 English development set.
System
.
P
.
R
.
F
.
Ours
86.6
84.8
85.7
w/o sharing word embeddings
86.1
84.7
85.4
w/o hidden-layer representation
86.0
83.9
84.9
w/o output embeddings
86.6
84.4
85.5
w/o multi-task learning
85.8
84.2
84.9
with full parser
86.3
85.0
85.6
w/o joint training
85.9
84.8
85.3
System
.
P
.
R
.
F
.
Ours
86.6
84.8
85.7
w/o sharing word embeddings
86.1
84.7
85.4
w/o hidden-layer representation
86.0
83.9
84.9
w/o output embeddings
86.6
84.4
85.5
w/o multi-task learning
85.8
84.2
84.9
with full parser
86.3
85.0
85.6
w/o joint training
85.9
84.8
85.3
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