N07-1030 |
1000 . The features used for the
|
anaphoricity classifier
|
are quite simple . They include
|
N07-1030 |
paired t-tests ( p < .05 ) . The
|
anaphoricity classifier
|
has an average accuracy of 80.2
|
P04-1020 |
maps a given value of cr to the
|
anaphoricity classifier
|
trained with this cost ratio
|
P04-1020 |
recall will drop owing to the
|
anaphoricity classifier
|
's misclassifications of truly
|
N07-1010 |
Cardie ( 2002a ) trains a separate
|
anaphoricity classifier
|
in addition to a coreference
|
N07-1030 |
use the following model for our
|
anaphoricity classifier
|
: Akfk ( i , ANAPH ) ) ( 2 )
|
P04-1020 |
attempts to resolve only NPs that the
|
anaphoricity classifier
|
determines to be anaphoric .
|
P04-1020 |
when RIPPER is used to train an
|
anaphoricity classifier
|
in the local approach , cr is
|
N07-1030 |
nonanaphoric ( by the imperfect
|
anaphoricity classifier
|
) when in fact they were anaphoric
|
D09-1102 |
resolution systems . He used an
|
anaphoricity classifier
|
as a filter for coreference resolution
|
N07-1010 |
addition to a coreference model . The
|
anaphoricity classifier
|
is applied as a filter and only
|
P04-1020 |
( For the purpose of training
|
anaphoricity classifiers
|
with different values of cr ,
|
N07-1030 |
contrast to systems which use the
|
anaphoricity classifier
|
as a filter for the coreference
|
N07-1030 |
coreference classifier with an
|
anaphoricity classifier
|
which acts as a filter during
|
N07-1030 |
as anaphors regardless of the
|
anaphoricity classifier
|
. This allows them to improve
|
N09-1065 |
to improving the output of an
|
anaphoricity classifier
|
both result in increased coreference
|
P04-1020 |
define the conservativeness of an
|
anaphoricity classifier
|
as follows . We say that classifier
|
P04-1020 |
training and presented to the
|
anaphoricity classifier
|
, which returns a value of ANAPHORIC
|
N09-1065 |
" improve " the output of the
|
anaphoricity classifier
|
by exploiting the dependency
|
P04-1020 |
For each data set , we train an
|
anaphoricity classifier
|
and a coreference classifier
|