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Description
  • nnotation tasks where the inter-annotator agreement is low are usually considered ill-defined and not worth attention. Such tasks are also considered unsuitable for algorithmic solution and for evaluation of computer programs that aim at solving them. However, there is a lot of problems (not only) in the natural language processing field that are practically defined and do have this nature, and we need computer programs that are able to solve them. The paper illustrates such problems on particular examples and suggests methodology that will enable training and evaluating tools using data with low inter-annotator agreement.
  • nnotation tasks where the inter-annotator agreement is low are usually considered ill-defined and not worth attention. Such tasks are also considered unsuitable for algorithmic solution and for evaluation of computer programs that aim at solving them. However, there is a lot of problems (not only) in the natural language processing field that are practically defined and do have this nature, and we need computer programs that are able to solve them. The paper illustrates such problems on particular examples and suggests methodology that will enable training and evaluating tools using data with low inter-annotator agreement. (en)
Title
  • Low Inter-Annotator Agreement = An Ill-Defined Problem?
  • Low Inter-Annotator Agreement = An Ill-Defined Problem? (en)
skos:prefLabel
  • Low Inter-Annotator Agreement = An Ill-Defined Problem?
  • Low Inter-Annotator Agreement = An Ill-Defined Problem? (en)
skos:notation
  • RIV/00216224:14330/14:00077512!RIV15-MSM-14330___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(7F14047), P(LM2010013), S
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
  • 26672
http://linked.open...ai/riv/idVysledku
  • RIV/00216224:14330/14:00077512
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • NLP; inter-annotator agreement; low inter-annotator agreement; evaluation (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [D0A8189F5BAE]
http://linked.open...v/mistoKonaniAkce
  • Brno
http://linked.open...i/riv/mistoVydani
  • Brno
http://linked.open...i/riv/nazevZdroje
  • Eighth Workshop on Recent Advances in Slavonic Natural Language Processing
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
  • Jakubíček, Miloš
  • Kovář, Vojtěch
  • Rychlý, Pavel
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
issn
  • 2336-4289
number of pages
http://purl.org/ne...btex#hasPublisher
  • Tribun EU
http://localhost/t...ganizacniJednotka
  • 14330
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