Hands-On Natural Language Processing with PyTorch 1.x Build smart, AI-driven linguistic applications using deep learning and NLP techniques - Dop, Thomas (Packt, 2020)
Table of Contents; Fundamentals of Machine Learning and Deep Learning; Getting Started with PyTorch 1.x for NLP; NLP and Text Embeddings; Text Preprocessing, Stemming, and Lemmatization; Recurrent Neural Networks and Sentiment Analysis; Convolutional Neural Networks for Text Classification; Text Translation using Sequence to Sequence Neural Networks; Building a Chatbot Using Attention-based Neural Networks; The Road Ahead