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

• Main Authors: Sabharwal, Navin (Author), Agrawal, Amit (Author)
• Format: Electronic eBook
• Language: English
• Published: [Berkeley, California] : Apress, [2021]
• Subjects: Neural networks (Computer science); Machine learning.; Natural language processing (Computer science); elektronické knihy; electronic books
• ISBN: 9781484266649; 1484266641; 1484266633; 9781484266632; 9781484266656; 148426665X
• Physical Description: 1 online resource : illustrations

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...

Table of Contents:

• 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.