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Bare-Bones Dependen...
Bare-Bones Dependency Parsing
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- Nivre, Joakim, 1962- (author)
- Uppsala universitet,Institutionen för lingvistik och filologi,Datorlingvistik
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(creator_code:org_t)
- Springer Berlin/Heidelberg, 2012
- 2012
- English.
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In: Security and Intelligent Information Systems. - : Springer Berlin/Heidelberg. - 9783642252600 ; , s. 20-32
- Related links:
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https://urn.kb.se/re...
Abstract
Subject headings
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- If all we want from a syntactic parser is a dependency tree, what do we gain by first computing a different representation such as a phrase structure tree? The principle of parsimony suggests that a simpler model should be preferred over a more complex model, all other things being equal, and the simplest model is arguably one that maps a sentence directly to a dependency tree a bare-bones dependency parser. In this paper, I characterize the parsing problem faced by such a system, survey the major parsing techniques currently in use, and begin to examine whether the simpler model can in fact rival the performance of more complex systems. Although the empirical evidence is still limited, I conclude that bare-bones dependency parsers can achieve state-of-the-art parsing accuracy and often excel in terms of efficiency.
Subject headings
- NATURVETENSKAP -- Data- och informationsvetenskap -- Språkteknologi (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Language Technology (hsv//eng)
Keyword
- natural language parsing
- dependency parsing
- Computational Linguistics
- Datorlingvistik
Publication and Content Type
- ref (subject category)
- kon (subject category)
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