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Concept information

NLP methods and tools > NLP algorithm > topic modelling algorithm > latent Dirichlet allocation > supervised latent Dirichlet allocation
NLP methods and tools > NLP algorithm > classification algorithm > latent Dirichlet allocation > supervised latent Dirichlet allocation

Terme préférentiel

supervised latent Dirichlet allocation  

Concept générique

Synonyme(s)

  • sLDA
  • supervised LDA

Exemple

  • But there is a difference -sLDA focuses on building regression models and thus the response variable Y in sLDA is generated by a normal distribution. (Li, Somasundaran & Chakraborty, 2011)
  • Similar to our approach Supervised LDA (Mcauliffe and Blei 2007) regresses document labels directly on the empirical topic frequencies during inference. (Stoehr, Cotterell & Schein, 2023)

Traductions

URI

http://data.loterre.fr/ark:/67375/8LP-LXR2N9S7-M

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