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Concept information

... > NLP methods and tools > artificial intelligence > machine learning > machine learning model > neural networks model > fastText algorithm
NLP methods and tools > NLP algorithm > classification algorithm > fastText algorithm

Preferred term

fastText algorithm  

Definition

  • An algorithm for word embeddings and text classification. (Loterre)

Broader concept

Example

  • Michel et al. (2020) developed static word embeddings based on word2vec and fastText algorithms for Hiligaynon. (Lugli, Martinc, Pelicon & Pollak, 2022)
  • The fastText algorithm constructs vectors in a similar way to word2vec. (Robinson, Carlson, Mortensen, Vargas, Fackrell & Fulda, 2022)
  • The use of fastText algorithm is very appropriate for conducting experiments on a language with a rich morphology. (Lugli, Martinc, Pelicon & Pollak, 2022)

In other languages

URI

http://data.loterre.fr/ark:/67375/8LP-QRH24PCV-D

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