D09-1087 |
reported no improvements from
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self-training
|
a PCFG parser on the standard
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D09-1087 |
ubiquitous . Early investigations on
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self-training
|
for parsing have had mixed re
|
D08-1106 |
Bootstrapping Bootstrapping ( or
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self-training
|
) is a general framework for
|
D09-1087 |
this section , we discuss how
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self-training
|
is applied to train a PCFG-LA
|
D09-1087 |
enhancements in Section 2 , and discuss
|
self-training
|
in Section 3 . We then outline
|
D09-1033 |
by Ng and Cardie ( 2003 ) in a
|
self-training
|
set-up . However , while they
|
D08-1071 |
particular , we compare both hints and
|
self-training
|
to the two baselines , and then
|
D09-1087 |
This is the approach we chose for
|
self-training
|
. An alternative approach is
|
D08-1071 |
helps significantly , even over
|
self-training
|
. We further compare the algorithms
|
D09-1087 |
's parser that the addition of
|
self-training
|
data helps the former parser
|
D09-1060 |
McClosky et al. ( 2006 ) presented a
|
self-training
|
approach for phrase structure
|
D08-1114 |
examples of SSL algorithms include
|
self-training
|
( Yarowsky , 1995 ) and co-training
|
D09-1087 |
Chinese news articles are used for
|
self-training
|
. Since the Chinese parsers in
|
D09-1087 |
and alignment edges . <title>
|
Self-Training
|
PCFG Grammars with Latent Across
|
D09-1087 |
how much does it benefit from
|
self-training
|
? The first question is of special
|
D08-1106 |
have described in this paper ,
|
self-training
|
can be thought of a graph-based
|
D08-1090 |
system 's own output , known as
|
Self-Training
|
( Ueffing , 2006 ) has previously
|
D09-1087 |
in the BLLIP corpus for English
|
self-training
|
. For the Chinese experiments
|
D09-1087 |
English and Chi - nese . With
|
self-training
|
, a fraction of the WSJ or CTB6
|
D08-1071 |
is relatively ignored . •
|
Self-training
|
performance often degrades as
|