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1
Dialogue Structure and Pronoun Resolution
Tetreault, Joel R.
;
Allen, James F.
In: DTIC (2006)
Abstract:
This paper presents an empirical evaluation of a pronoun resolution algorithm augmented with discourse segmentation information. Past work has shown that segmenting discourse can aid in pronoun resolution by making potentially erroneous candidates inaccessible to a pronoun's search. However, implementing this in practice has been difficult given the complexities associated with deciding on a useful scheme and then generating the segmentation reliably. In our study, we investigate whether or not shallow schemes that are easy to generate will improve pronoun resolution in a task-oriented corpus of dialogues. Our results show that incorporating this shallow segmentation at best marginally improves pronoun resolution performance.
Keyword:
*COMPREHENSION
;
*LINGUISTICS
;
*PRONOUN RESOLUTION
;
*RESOLUTION
;
*WORDS(LANGUAGE)
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ALGORITHMS
;
AUGMENTATION
;
COMPONENT REPORTS
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Linguistics
;
SEGMENTED
;
SHALLOW DEPTH
;
TEST AND EVALUATION
URL:
http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA454720
http://www.dtic.mil/docs/citations/ADA454720
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