model,1-2-P05-1069,bq |
The
<term>
model
</term>
predicts
<term>
blocks
</term>
with orientation to handle
<term>
local phrase re-ordering
</term>
.
|
#9574
The model predicts blocks with orientation to handle local phrase re-ordering. |
other,32-3-P05-1069,bq |
We use a
<term>
maximum likelihood criterion
</term>
to train a
<term>
log-linear block bigram model
</term>
which uses
<term>
real-valued features
</term>
( e.g. a
<term>
language model score
</term>
) as well as
<term>
binary features
</term>
based on the
<term>
block
</term>
identities themselves , e.g. block bigram features .
|
#9617
We use a maximum likelihood criterion to train a log-linear block bigram model which uses real-valued features (e.g. a language model score) as well as binary features based on the block identities themselves, e.g. block bigram features. |
measure(ment),10-5-P05-1069,bq |
The best system obtains a 18.6 % improvement over the
<term>
baseline
</term>
on a standard
<term>
Arabic-English translation task
</term>
.
|
#9646
The best system obtains a 18.6% improvement over the baseline on a standard Arabic-English translation task. |