Natural language processing with PyTorch : build intelligent language applications using deep learning /

Detalhes bibliográficos
Main Authors: Rao, Delip (Author), McMahan, Brian (Author)
Formato: Livro
Idioma:English
Publicado em: Sebastopol, CA : O'Reilly Media, 2019.
Edição:First edition.
Assuntos:
Classic Catalogue: View this record in Classic Catalogue
Sumário:
  • Introduction
  • A quick tour of traditional NLP
  • Foundational components of neural networks
  • Feed-forward networks for natural language processing
  • Embedding words and types
  • Sequence modeling for natural language processing
  • Intermediate sequence modeling for natural language processing
  • Advanced sequence modeling for natural language processing
  • Classics, frontiers, and next steps.