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Description
  • Bushbank is a relatively new concept - a type of annotated corpus where annotation is driven by use of automatic tools and the task of human annotators is limited to accepting or rejecting parts of their output. This creates a possibility to obtain annotated corpora of considerable size at relatively low cost. In this paper we ask the question if the Czech Bushbank is reliable enough to be used for a NLP task instead of a traditional corpus with high annotation rigour. We perform evaluation of three different parsers using its shallow syntactic annotation, including a CRF chunker made originally for Polish. The results are very promising, showing that many practical applications could benefit from low-cost annotation.
  • Bushbank is a relatively new concept - a type of annotated corpus where annotation is driven by use of automatic tools and the task of human annotators is limited to accepting or rejecting parts of their output. This creates a possibility to obtain annotated corpora of considerable size at relatively low cost. In this paper we ask the question if the Czech Bushbank is reliable enough to be used for a NLP task instead of a traditional corpus with high annotation rigour. We perform evaluation of three different parsers using its shallow syntactic annotation, including a CRF chunker made originally for Polish. The results are very promising, showing that many practical applications could benefit from low-cost annotation. (en)
Title
  • Using Low-Cost Annotation to Train a Reliable Czech Shallow Parser
  • Using Low-Cost Annotation to Train a Reliable Czech Shallow Parser (en)
skos:prefLabel
  • Using Low-Cost Annotation to Train a Reliable Czech Shallow Parser
  • Using Low-Cost Annotation to Train a Reliable Czech Shallow Parser (en)
skos:notation
  • RIV/00216224:14210/13:00069444!RIV14-MSM-14210___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • N
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
  • 113129
http://linked.open...ai/riv/idVysledku
  • RIV/00216224:14210/13:00069444
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • corpus annotation; shallow parsing; Czech (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [3D88CF7F8032]
http://linked.open...v/mistoKonaniAkce
  • Plzeň
http://linked.open...i/riv/mistoVydani
  • Plzeň
http://linked.open...i/riv/nazevZdroje
  • Text, Speech, and Dialogue
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Grác, Marek
  • Radziszewski, Adam
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
issn
  • 0302-9743
number of pages
http://bibframe.org/vocab/doi
  • 10.1007/978-3-642-40585-3_72
http://purl.org/ne...btex#hasPublisher
  • Springer Berling Heidelberg
https://schema.org/isbn
  • 9783642405846
http://localhost/t...ganizacniJednotka
  • 14210
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