Projective dependency parsing with perceptron

Xavier Carreras; Mihai Surdeanu; Lluìs Màrquez

doi:10.3115/1596276.1596310

Projective dependency parsing with perceptron

Xavier Carreras, Mihai Surdeanu, Lluìs Màrquez

Research output: Contribution to conference › Paper › peer-review

13 Scopus citations

Abstract

We describe an online learning dependency parser for the CoNLL-X Shared Task, based on the bottom-up projective algorithm of Eisner (2000). We experiment with a large feature set that models: the tokens involved in dependencies and their immediate context, the surfacetext distance between tokens, and the syntactic context dominated by each dependency. In experiments, the treatment of multilingual information was totally blind.

Original language	English (US)
DOIs	https://doi.org/10.3115/1596276.1596310
State	Published - 2006
Externally published	Yes
Event	10th Conference on Computational Natural Language Learning, CoNLL-X - New York, NY, United States Duration: Jun 8 2006 → Jun 9 2006

Conference

Conference	10th Conference on Computational Natural Language Learning, CoNLL-X
Country/Territory	United States
City	New York, NY
Period	6/8/06 → 6/9/06

ASJC Scopus subject areas

Artificial Intelligence
Human-Computer Interaction
Linguistics and Language

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10.3115/1596276.1596310

Cite this

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title = "Projective dependency parsing with perceptron",

abstract = "We describe an online learning dependency parser for the CoNLL-X Shared Task, based on the bottom-up projective algorithm of Eisner (2000). We experiment with a large feature set that models: the tokens involved in dependencies and their immediate context, the surfacetext distance between tokens, and the syntactic context dominated by each dependency. In experiments, the treatment of multilingual information was totally blind.",

author = "Xavier Carreras and Mihai Surdeanu and Llu{\`i}s M{\`a}rquez",

year = "2006",

doi = "10.3115/1596276.1596310",

language = "English (US)",

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

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AU - Carreras, Xavier

AU - Surdeanu, Mihai

AU - Màrquez, Lluìs

PY - 2006

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N2 - We describe an online learning dependency parser for the CoNLL-X Shared Task, based on the bottom-up projective algorithm of Eisner (2000). We experiment with a large feature set that models: the tokens involved in dependencies and their immediate context, the surfacetext distance between tokens, and the syntactic context dominated by each dependency. In experiments, the treatment of multilingual information was totally blind.

AB - We describe an online learning dependency parser for the CoNLL-X Shared Task, based on the bottom-up projective algorithm of Eisner (2000). We experiment with a large feature set that models: the tokens involved in dependencies and their immediate context, the surfacetext distance between tokens, and the syntactic context dominated by each dependency. In experiments, the treatment of multilingual information was totally blind.

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UR - http://www.scopus.com/inward/citedby.url?scp=85086494065&partnerID=8YFLogxK

U2 - 10.3115/1596276.1596310

DO - 10.3115/1596276.1596310

M3 - Paper

AN - SCOPUS:85086494065

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

Y2 - 8 June 2006 through 9 June 2006

ER -

Projective dependency parsing with perceptron

Abstract

Conference

ASJC Scopus subject areas

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