Labeled pseudo-projective dependency parsing with support vector machines

Joakim Nivre; Johan Hall; Jens Nilsson; Gülşen Eryiǧit; Svetoslav Marinov

Labeled pseudo-projective dependency parsing with support vector machines

Joakim Nivre^*
, Johan Hall
, Jens Nilsson
, Gülşen Eryiǧit
, Svetoslav Marinov

^*Bu çalışma için yazışmadan sorumlu yazar

Yapay Zeka ve Veri Mühendisliği Bölümü

Araştırma sonucu: Konferansa katkı › Yazı › bilirkişi

155 Alıntılar (SciVal)

Özet

We use SVM classifiers to predict the next action of a deterministic parser that builds labeled projective dependency graphs in an incremental fashion. Non-projective dependencies are captured indirectly by projectivizing the training data for the classifiers and applying an inverse transformation to the output of the parser. We present evaluation results and an error analysis focusing on Swedish and Turkish.

Orijinal dil	İngilizce
Yayın durumu	Yayınlandı - 2006
Etkinlik	10th Conference on Computational Natural Language Learning, CoNLL-X - New York, NY, United States Süre: 8 Haz 2006 → 9 Haz 2006

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???event.eventtypes.event.conference???	10th Conference on Computational Natural Language Learning, CoNLL-X
Ülke/Bölge	United States
Şehir	New York, NY
Periyot	8/06/06 → 9/06/06

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

@conference{8f06e2eb65e14db69564ce1a482ecbe8,

title = "Labeled pseudo-projective dependency parsing with support vector machines",

abstract = "We use SVM classifiers to predict the next action of a deterministic parser that builds labeled projective dependency graphs in an incremental fashion. Non-projective dependencies are captured indirectly by projectivizing the training data for the classifiers and applying an inverse transformation to the output of the parser. We present evaluation results and an error analysis focusing on Swedish and Turkish.",

author = "Joakim Nivre and Johan Hall and Jens Nilsson and G{\"u}l{\c s}en Eryiǧit and Svetoslav Marinov",

year = "2006",

language = "English",

note = "10th Conference on Computational Natural Language Learning, CoNLL-X ; Conference date: 08-06-2006 Through 09-06-2006",

}

TY - CONF

T1 - Labeled pseudo-projective dependency parsing with support vector machines

AU - Nivre, Joakim

AU - Hall, Johan

AU - Nilsson, Jens

AU - Eryiǧit, Gülşen

AU - Marinov, Svetoslav

PY - 2006

Y1 - 2006

N2 - We use SVM classifiers to predict the next action of a deterministic parser that builds labeled projective dependency graphs in an incremental fashion. Non-projective dependencies are captured indirectly by projectivizing the training data for the classifiers and applying an inverse transformation to the output of the parser. We present evaluation results and an error analysis focusing on Swedish and Turkish.

AB - We use SVM classifiers to predict the next action of a deterministic parser that builds labeled projective dependency graphs in an incremental fashion. Non-projective dependencies are captured indirectly by projectivizing the training data for the classifiers and applying an inverse transformation to the output of the parser. We present evaluation results and an error analysis focusing on Swedish and Turkish.

UR - https://www.scopus.com/pages/publications/84862271629

M3 - Paper

AN - SCOPUS:84862271629

T2 - 10th Conference on Computational Natural Language Learning, CoNLL-X

Y2 - 8 June 2006 through 9 June 2006

ER -

Labeled pseudo-projective dependency parsing with support vector machines

Özet

???event.eventtypes.event.conference???

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap