Book of Donmon Teith

This book offers an introduction to modern natural language processing using machine learning, focusing on how neural networks create a machine interpretable re

Neural networks are a family of powerful machine learning models. This book focuses on the application of neural network models to natural language data. The fi

Embeddings have undoubtedly been one of the most influential research areas in Natural Language Processing (NLP). Encoding information into a low-dimensional ve

Discover the concepts of deep learning used for natural language processing (NLP), with full-fledged examples of neural network models such as recurrent neural

This open access book provides an overview of the recent advances in representation learning theory, algorithms and applications for natural language processing