Second , the
<term>
sentence-plan-ranker ( SPR )
</term>
ranks the list of
<term>
output sentence plans
</term>
, and then selects the
<term>
top-ranked plan
</term>
.
#1403Second, thesentence-plan-ranker ( SPR ) ranks the list of output sentence plans, and then selects the top-ranked plan.
tech,1-6-N01-1003,ak
The
<term>
SPR
</term>
uses
<term>
ranking rules
</term>
automatically learned from
<term>
training data
</term>
.
#1423TheSPR uses ranking rules automatically learned from training data.
other,10-7-N01-1003,ak
We show that the trained
<term>
SPR
</term>
learns to select a
<term>
sentence plan
</term>
whose
<term>
rating
</term>
on average is only 5 % worse than the
<term>
top human-ranked sentence plan
</term>
.
#1443We show that the trained SPR learns to select asentence plan whose rating on average is only 5% worse than the top human-ranked sentence plan.