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1
Dependency Parsing of Turkish ...
Eryigit, Gulsen
;
Nivre, Joakim
;
Oflazer, Kemal
. - : Carnegie Mellon University, 2008
Abstract:
The suitability of different parsing methods for different languages is an important topic in syntactic parsing. Especially lesser-studied languages, typologically different from the languages for which methods have originally been developed, pose interesting challenges in this respect. This article presents an investigation of data-driven dependency parsing of Turkish, an agglutinative, free constituent order language that can be seen as the representative of a wider class of languages of similar type. Our investigations show that morphological structure plays an essential role in finding syntactic relations in such a language. In particular, we show that employing sublexical units called inflectional groups , rather than word forms, as the basic parsing units improves parsing accuracy. We test our claim on two different parsing methods, one based on a probabilistic model with beam search and the other based on discriminative classifiers and a deterministic parsing strategy, and show that the usefulness of ...
Keyword:
200402 Computational Linguistics
;
80107 Natural Language Processing
;
Applied Computer Science
;
FOS Computer and information sciences
;
FOS Languages and literature
URL:
https://kilthub.cmu.edu/articles/Dependency_Parsing_of_Turkish/6287600
https://dx.doi.org/10.1184/r1/6287600
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2
Dependency Parsing of Turkish ...
Eryigit, Gulsen
;
Nivre, Joakim
;
Oflazer, Kemal
. - : Carnegie Mellon University, 2008
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