#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.
tech,6-4-N01-1003,ak
distinct phases . First , a very simple ,
<term>
randomized sentence-plan-generator ( SPG )
</term>
generates a potentially large list
#1380First, a very simple,randomized sentence-plan-generator ( SPG ) generates a potentially large list of possible sentence plans for a given text-plan input.
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.
other,19-5-N01-1003,ak
plans
</term>
, and then selects the
<term>
top-ranked plan
</term>
. The
<term>
SPR
</term>
uses
<term>
ranking
#1419Second, the sentence-plan-ranker (SPR) ranks the list of output sentence plans, and then selects thetop-ranked plan.
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.
#1423TheSPR uses ranking rules automatically learned from training data.
model,3-6-N01-1003,ak
plan
</term>
. The
<term>
SPR
</term>
uses
<term>
ranking rules
</term>
automatically learned from
<term>
training
#1425The SPR usesranking rules automatically learned from training data.
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.
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,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.
other,23-7-N01-1003,ak
average is only 5 % worse than the
<term>
top human-ranked sentence plan
</term>
. In this paper , we compare the
#1456We show that the trained SPR learns to select a sentence plan whose rating on average is only 5% worse than thetop human-ranked sentence plan.
tech,5-7-N01-1003,ak
data
</term>
. We show that the trained
<term>
SPR
</term>
learns to select a
<term>
sentence
#1438We show that the trainedSPR learns to select a sentence plan whose rating on average is only 5% worse than the top human-ranked sentence plan.
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.
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.
other,23-4-N01-1003,ak
<term>
sentence plans
</term>
for a given
<term>
text-plan input
</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.
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.
#1403Second, thesentence-plan-ranker ( SPR ) ranks the list of output sentence plans, and then selects the top-ranked plan.
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.