About: Cross-lingual Coreference Resolution of Pronouns     Goto   Sponge   NotDistinct   Permalink

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Description
  • This work is, to our knowledge, a first attempt at a machine learning approach to cross-lingual coreference resolution, i.e. coreference resolution (CR) performed on a bitext. Focusing on CR of English pronouns, we leverage language differences and enrich the feature set of a standard monolingual CR system for English with features extracted from the Czech side of the bitext. Our work also includes a supervised pronoun aligner that outperforms a GIZA++ baseline in terms of both intrinsic evaluation and evaluation on CR. The final cross-lingual CR system has successfully outperformed both a monolingual CR and a cross-lingual projection system.
  • This work is, to our knowledge, a first attempt at a machine learning approach to cross-lingual coreference resolution, i.e. coreference resolution (CR) performed on a bitext. Focusing on CR of English pronouns, we leverage language differences and enrich the feature set of a standard monolingual CR system for English with features extracted from the Czech side of the bitext. Our work also includes a supervised pronoun aligner that outperforms a GIZA++ baseline in terms of both intrinsic evaluation and evaluation on CR. The final cross-lingual CR system has successfully outperformed both a monolingual CR and a cross-lingual projection system. (en)
Title
  • Cross-lingual Coreference Resolution of Pronouns
  • Cross-lingual Coreference Resolution of Pronouns (en)
skos:prefLabel
  • Cross-lingual Coreference Resolution of Pronouns
  • Cross-lingual Coreference Resolution of Pronouns (en)
skos:notation
  • RIV/00216208:11320/14:10289397!RIV15-MSM-11320___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • R
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
  • 9252
http://linked.open...ai/riv/idVysledku
  • RIV/00216208:11320/14:10289397
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • pronouns; resolution; coreference; lingual; cross (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [89072B835B22]
http://linked.open...v/mistoKonaniAkce
  • Dublin, Ireland
http://linked.open...i/riv/mistoVydani
  • Dublin, Ireland
http://linked.open...i/riv/nazevZdroje
  • Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Novák, Michal
  • Žabokrtský, Zdeněk
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
http://purl.org/ne...btex#hasPublisher
  • Dublin City University and Association for Computational Linguistics
https://schema.org/isbn
  • 978-1-941643-26-6
http://localhost/t...ganizacniJednotka
  • 11320
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