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Vocabulary of natural language processing

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Concept information

... > NLP methods and tools > model > statistical model > foundation model > language model > n-gram language model
... > NLP methods and tools > statistics > statistical model > foundation model > language model > n-gram language model

Terme préférentiel

n-gram language model  

Définition

  • A statistical model of language based on an assumption that the probability of the next word in a sequence depends only on a fixed size window of previous words. (Wikipedia)
  • purely statistical model of language. (Wikidata)

Concept générique

Exemple

  • In the shared task for bilingual document alignment (Buck and Koehn 2016) many participants used techniques based on n-gram or neural language models neural translation models and bag-of-words lexical translation probabilities for scoring candidate document pairs. (Schwenk, Chaudhary, Sun, Gong & Guzmán, 2021)

Traductions

URI

http://data.loterre.fr/ark:/67375/8LP-RSMHTVG9-9

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