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How much can part-of-speech tagging help parsing?

Abstract:

Folk wisdom holds that incorporating a part-of-speech tagger into a system that performs deep linguistic analysis will improve the speed and accuray of the system. Previous studies of tagging have tested this belief by incorporating an existing tagger into a parsing system and observing the effect on the speed of the parser and accuracy of the results. However, not much work has been done to determine in a fine-grained manner exactly how much tagging can help to disambiguate or reduce ambigui...

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Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1017/S1351324905004079

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Institution:
University of Oxford
Department:
Humanities Division - Linguistics & Phonetics
Publisher:
Cambridge University Press Publisher's website
Journal:
Natural Language Engineering Journal website
Volume:
12
Issue:
4
Pages:
373-389
Publication date:
2006
DOI:
EISSN:
1469-8110
ISSN:
1351-3249
URN:
uuid:1333c28f-d462-43fd-b85d-9357ad3dcd7d
Local pid:
ora:4386
Language:
English
Subjects:

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