About: Dependency Parsing as a Sequence Labeling Task     Goto   Sponge   Distinct   Permalink

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Description
  • The aim of this paper is to explore the feasibility of solving the dependency parsing problem using sequence labeling tools. We introduce an algorithm to transform a dependency tree into a tag sequence suitable for a sequence labeling algorithm and evaluate several parameter settings on the standard treebank data. We focus mainly on Czech, as a high-inflective free-word-order language, which is not so easy to parse using traditional techniques, but we also test our approach on English for comparison.
  • The aim of this paper is to explore the feasibility of solving the dependency parsing problem using sequence labeling tools. We introduce an algorithm to transform a dependency tree into a tag sequence suitable for a sequence labeling algorithm and evaluate several parameter settings on the standard treebank data. We focus mainly on Czech, as a high-inflective free-word-order language, which is not so easy to parse using traditional techniques, but we also test our approach on English for comparison. (en)
Title
  • Dependency Parsing as a Sequence Labeling Task
  • Dependency Parsing as a Sequence Labeling Task (en)
skos:prefLabel
  • Dependency Parsing as a Sequence Labeling Task
  • Dependency Parsing as a Sequence Labeling Task (en)
skos:notation
  • RIV/00216208:11320/10:10071188!RIV11-GA0-11320___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA405/09/0278)
http://linked.open...iv/cisloPeriodika
  • 94
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 253340
http://linked.open...ai/riv/idVysledku
  • RIV/00216208:11320/10:10071188
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • task; labeling; sequence; parsing; dependency (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • CZ - Česká republika
http://linked.open...ontrolniKodProRIV
  • [AE4A339ECFC8]
http://linked.open...i/riv/nazevZdroje
  • The Prague Bulletin of Mathematical Linguistics
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • Neuveden
http://linked.open...iv/tvurceVysledku
  • Spousta, Miroslav
  • Spoustová, Drahomíra
issn
  • 0032-6585
number of pages
http://localhost/t...ganizacniJednotka
  • 11320
is http://linked.open...avai/riv/vysledek of
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