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Description
  • We address the task of detection and classification of references in Czech court decisions, mainly we focus on references to other court decisions and acts. We handle these references like entities in the task of Named Entity Recognition. In addition, we are interested in detection of institutions that issued documents under consideration. Attributes like the applicability of law have been studied as well. We approach the task using machine learning methods, namely HMM and Perceptron algorithm. We report F-measure over 90% for each entity. The results significantly outperform the systems published previously.
  • We address the task of detection and classification of references in Czech court decisions, mainly we focus on references to other court decisions and acts. We handle these references like entities in the task of Named Entity Recognition. In addition, we are interested in detection of institutions that issued documents under consideration. Attributes like the applicability of law have been studied as well. We approach the task using machine learning methods, namely HMM and Perceptron algorithm. We report F-measure over 90% for each entity. The results significantly outperform the systems published previously. (en)
Title
  • Statistical Recognition of References in Czech Court Decisions
  • Statistical Recognition of References in Czech Court Decisions (en)
skos:prefLabel
  • Statistical Recognition of References in Czech Court Decisions
  • Statistical Recognition of References in Czech Court Decisions (en)
skos:notation
  • RIV/00216208:11320/14:10289385!RIV15-TA0-11320___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(TA02010182)
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
  • 47345
http://linked.open...ai/riv/idVysledku
  • RIV/00216208:11320/14:10289385
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • decisions; court; czech; references; recognition; statistical (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [36A027D04F64]
http://linked.open...v/mistoKonaniAkce
  • Tuxtla Gutiérrez, Chiapas, Mexico
http://linked.open...i/riv/mistoVydani
  • Switzerland
http://linked.open...i/riv/nazevZdroje
  • 13th Mexican International Conference on Artificial Intelligence, MICAI 2014, Tuxtla Gutiérrez, Mexico, November 16-22, 2014. Proceedings, Part I
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...iv/tvurceVysledku
  • Nečaský, Martin
  • Vidová Hladká, Barbora
  • Dědek, Jan
  • Kríž, Vincent
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
http://purl.org/ne...btex#hasPublisher
  • Springer International Publishing
https://schema.org/isbn
  • 978-3-319-13646-2
http://localhost/t...ganizacniJednotka
  • 11320
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