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Description
  • Language modelling and also other natural language processing tasks are usually based on words. I present here a more general yet simpler approach to language modelling using much smaller units of text data: character-based language model (CBLM). In this paper I describe the underlying data structure of the model, evaluate the model using standard measures (entropy, perplexity). As a proof-of-concept and an extrinsic evaluation I present also a random sentence generator based on this model.
  • Language modelling and also other natural language processing tasks are usually based on words. I present here a more general yet simpler approach to language modelling using much smaller units of text data: character-based language model (CBLM). In this paper I describe the underlying data structure of the model, evaluate the model using standard measures (entropy, perplexity). As a proof-of-concept and an extrinsic evaluation I present also a random sentence generator based on this model. (en)
Title
  • Character-based Language Model
  • Character-based Language Model (en)
skos:prefLabel
  • Character-based Language Model
  • Character-based Language Model (en)
skos:notation
  • RIV/00216224:14330/14:00077506!RIV15-MSM-14330___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • 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
  • 6881
http://linked.open...ai/riv/idVysledku
  • RIV/00216224:14330/14:00077506
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • language model; suffix array; LCP; trie; character-based; random text generator; corpus (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [7933649456AC]
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
  • Baisa, Vít
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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