Hands-on question answering systems with BERT : applications in neural networks and natural language processing /

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Get hands-on knowledge of how BERT (Bidirectional Encoder Representations from Transformers) can be used to develop question answering (QA) systems by using natural language processing (NLP) and deep learning. The book begins with an overview of the technology landscape behind BERT. It takes you thr...

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Détails bibliographiques
Cote:Libro Electrónico
Auteurs principaux: Sabharwal, Navin (Auteur), Agrawal, Amit (Auteur)
Format: Électronique eBook
Langue:Inglés
Publié: [Berkeley, California] : Apress, [2021]
Sujets:
Neural networks (Computer science)
Machine learning.
Natural language processing (Computer science)
Neural Networks, Computer
Natural Language Processing
Machine Learning
Réseaux neuronaux (Informatique)
Apprentissage automatique.
Traitement automatique des langues naturelles.
Computer software
Machine learning
Accès en ligne:Texto completo
Table des matières:
  • Introduction to Natural Language Processing
  • Neural Networks for Natural Language Processing
  • Introduction to Word Embeddings
  • BERT Algorithms Explained
  • BERT Model Applications : Question Answering System
  • BERT Model Applications : Other tasks
  • Future of BERT models.

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