"This book explains the concept, framework, implementation, and evaluation of controlled document authoring in this age of translation technologies. Machine translation (MT) is routinely used in many situations, by companies, governments and individuals. Despite recent advances,…
"This book explains the concept, framework, implementation, and evaluation of controlled document authoring in this age of translation technologies. Machine translation (MT) is routinely used in many situations, by companies, governments and individuals. Despite recent advances,…
1. Introduction -- 1.1. Semantic representation -- 1.2. Vector space models -- 1.3. The evolution path of representations. 2. Background -- 2.1. Natural language processing fundamentals -- 2.2 deep learning for NLP -- 2.3. Knowledge resources. 3. Word embeddings -- 3.1. Count-…
Embeddings have undoubtedly been one of the most influential research areas in Natural Language Processing (NLP). Encoding information into a low-dimensional vector representation, which is easily integrable in modern machine learning models, has played a central role in the dev…
Annotation
Dependencies - directed labeled graph structures representing hierarchical relations between morphemes, words, and semantic units - are the standard representation in many fields of computational linguistics. The linguistic significance of these structures often remains vague, h…
Leverage your natural language processing skills to make sense of text. With this book, you'll learn fundamental and advanced NLP techniques in Python that will help you to make your data fit for application in a wide variety of industries. You'll also find recipes for overcomin…
"Futurists are certain that humanlike AI is on the horizon, but in fact engineers have no idea how to program human reasoning. AI reasons from statistical correlations across data sets, while common sense is based heavily on conjecture. Erik Larson argues that hyping existing me…
This open access book constitutes the proceedings of the 30th European Symposium on Programming, ESOP 2021, which was held during March 27 until April 1, 2021, as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2021. The conference was planned to…
This book presents comprehensive solutions for readers wanting to develop their own Natural Language Processing projects for the Thai language. Starting from the fundamental principles of Thai, it discusses each step in Natural Language Processing, and the real-world application…
