P14-3008 |
individual sentences applying
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parse tree kernels
|
to paragraphs . We build a set
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P06-1104 |
improves the speed . Finally , the
|
parse tree kernel
|
requires exact match between
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P06-1104 |
- tion . They suggest that the
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parse tree kernel
|
can effectively explore the syntactic
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P06-1104 |
entity kernel and a convolution
|
parse tree kernel
|
. To our knowledge , convolution
|
P06-1104 |
entity kernel and a convolution
|
parse tree kernel
|
. Our study demonstrates that
|
P06-1104 |
two entities . ( 2 ) Convolution
|
Parse Tree Kernel
|
: A convolution kernel aims to
|
P06-1104 |
approximate matching mechanisms in the
|
parse tree kernel
|
calculation . Finally , it is
|
P10-1090 |
parts ) of the input objects . The
|
parse tree kernel
|
( Collins and Duffy , 2002 )
|
P10-1073 |
sub-trees of further offspring . The
|
parse tree kernel
|
counts the number of common sub-trees
|
P06-1104 |
sub-trees of further offspring . The
|
parse tree kernel
|
counts the number of common sub-trees
|
P07-1026 |
2001 ) proposed the following
|
parse tree kernel
|
to calculate the dot product
|
P06-1104 |
2001 ) proposed the following
|
parse tree kernel
|
to calculate the dot product
|
D09-1073 |
2001 ) proposed the following
|
parse tree kernel
|
to calculate the dot product
|
E06-1015 |
paper , Section 2 describes the
|
parse tree kernels
|
and our fast algo - rithm . Section
|
P06-1104 |
which can be well captured by the
|
parse tree kernel
|
. In addition , we find that
|
P06-1104 |
entity-related features and a convolution
|
parse tree kernel
|
that models syntactic information
|
P09-2092 |
parse tree kernel and dependency
|
parse tree kernel
|
outperforms all others by 5.7
|
N06-1037 |
convolution tree kernel as the
|
parse tree kernel
|
( Collins and Duffy , 2001 )
|
P06-2010 |
kernel in a way similar to the
|
parse tree kernel
|
( Collins and Duffy , 2001 )
|
P06-1104 |
Here we use the same convolution
|
parse tree kernel
|
as described in Collins and Duffy
|