#1380First, a very simple,randomized sentence-plan-generator ( SPG ) generates a potentially large list of possible sentence plans for a given text-plan input.
tech,0-1-N01-1003,ak
</term>
and
<term>
key prediction
</term>
.
<term>
Sentence planning
</term>
is a set of inter-related but distinct
#1293Our algorithm reported more than 99% accuracy in both language identification and key prediction.Sentence planning is a set of inter-related but distinct tasks, one of which is sentence scoping, i.e. the choice of syntactic structure for elementary speech acts and the decision of how to combine them into one or more sentences.
tech,9-2-N01-1003,ak
paper , we present
<term>
SPoT
</term>
, a
<term>
sentence planner
</term>
, and a new methodology for automatically
#1344In this paper, we present SPoT, asentence planner, and a new methodology for automatically training SPoT on the basis of feedback provided by human judges.
other,10-7-N01-1003,ak
<term>
SPR
</term>
learns to select a
<term>
sentence plan
</term>
whose
<term>
rating
</term>
on average
#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.
other,27-2-N01-1003,ak
of
<term>
feedback
</term>
provided by
<term>
human judges
</term>
. We reconceptualize the task into
#1362In this paper, we present SPoT, a sentence planner, and a new methodology for automatically training SPoT on the basis of feedback provided byhuman judges.
other,25-1-N01-1003,ak
<term>
syntactic structure
</term>
for
<term>
elementary speech acts
</term>
and the decision of how to combine
#1318Sentence planning is a set of inter-related but distinct tasks, one of which is sentence scoping, i.e. the choice of syntactic structure forelementary speech acts and the decision of how to combine them into one or more sentences.
</term>
. Second , the
<term>
sentence-plan-ranker
#1397First, a very simple, randomized sentence-plan-generator (SPG) generates a potentially large list of possible sentence plans for a giventext-plan input.
tech,15-1-N01-1003,ak
but distinct tasks , one of which is
<term>
sentence scoping
</term>
, i.e. the choice of
<term>
syntactic
#1308Sentence planning is a set of inter-related but distinct tasks, one of which issentence scoping, i.e. the choice of syntactic structure for elementary speech acts and the decision of how to combine them into one or more sentences.
other,40-1-N01-1003,ak
how to combine them into one or more
<term>
sentences
</term>
. In this paper , we present
<term>
#1333Sentence planning is a set of inter-related but distinct tasks, one of which is sentence scoping, i.e. the choice of syntactic structure for elementary speech acts and the decision of how to combine them into one or moresentences.
model,24-2-N01-1003,ak
training
<term>
SPoT
</term>
on the basis of
<term>
feedback
</term>
provided by
<term>
human judges
</term>
#1359In this paper, we present SPoT, a sentence planner, and a new methodology for automatically training SPoT on the basis offeedback provided by human judges.
other,22-1-N01-1003,ak
scoping
</term>
, i.e. the choice of
<term>
syntactic structure
</term>
for
<term>
elementary speech acts
</term>
#1315Sentence planning is a set of inter-related but distinct tasks, one of which is sentence scoping, i.e. the choice ofsyntactic structure for elementary speech acts and the decision of how to combine them into one or more sentences.
other,11-5-N01-1003,ak
sentence-plan-ranker ( SPR )
</term>
ranks the list of
<term>
output sentence plans
</term>
, and then selects the
<term>
top-ranked
#1411Second, the sentence-plan-ranker (SPR) ranks the list ofoutput sentence plans, and then selects the top-ranked plan.
other,18-4-N01-1003,ak
potentially large list of possible
<term>
sentence plans
</term>
for a given
<term>
text-plan input
</term>
#1392First, a very simple, randomized sentence-plan-generator (SPG) generates a potentially large list of possiblesentence plans for a given text-plan input.
tool,6-2-N01-1003,ak
</term>
. In this paper , we present
<term>
SPoT
</term>
, a
<term>
sentence planner
</term>
,
#1341In this paper, we presentSPoT, a sentence planner, and a new methodology for automatically training SPoT on the basis of feedback provided by human judges.
tech,3-5-N01-1003,ak
text-plan input
</term>
. Second , the
<term>
sentence-plan-ranker ( SPR )
</term>
ranks the list of
<term>
output sentence
#1403Second, thesentence-plan-ranker ( SPR ) ranks the list of output sentence plans, and then selects the top-ranked plan.