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A survey of computational methods for understanding, generating, and manipulating human language, which offers a synthesis of classical representations and algorithms with contemporary machine learning techniques.
This textbook provides a technical perspective on natural language processing--methods for building computer software that understands, generates, and manipulates human language. It emphasizes contemporary data-driven approaches, focusing on techniques from supervised and unsupervised machine learning. The first section establishes a foundation in machine learning by building a set of tools that will be used throughout the book and applying them to word-based textual analysis. The second section introduces structured representations of language, including sequences, trees, and graphs. The third section explores different approaches to the representation and analysis
A survey of computational methods for understanding, generating, and manipulating human language, which offers a synthesis of classical representations and algorithms with contemporary machine learning techniques.This textbook provides a technical perspective on natural language processing--methods
An introduction to natural language processing with Python using spaCy, a leading Python natural language processing library. Natural Language Processing with Python and spaCy will show you how to create NLP applications like chatbots, text-condensing scripts, and order-processing tools quickly and
Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear. The book contains all the theory and algorithms needed for building NLP tools
With a machine learning approach and less focus on linguistic details, this gentle introduction to natural language processing develops fundamental mathematical and deep learning models for NLP under a unified framework. NLP problems are systematically organised by their machine learning nature,
Natural Language Processing (NLP) provides boundless opportunities for solving problems in artificial intelligence, making products such as Amazon Alexa and Google Translate possible. If you're a developer or data scientist new to NLP and deep learning, this practical guide shows you how to apply
Summary Natural Language Processing in Action is your guide to creating machines that understand human language using the power of Python with its ecosystem of packages dedicated to NLP and AI. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning
A History of the Chinese Language provides a comprehensive introduction to the historical development of the Chinese language from its Proto-Sino-Tibetan roots in prehistoric times to Modern Standard Chinese. Taking a highly accessible and balanced approach, it presents a chronological survey of
A comprehensive introduction to type systems and programming languages.A type system is a syntactic method for automatically checking the absence of certain erroneous behaviors by classifying program phrases according to the kinds of values they compute. The study of type systems--and of
An exploration of human language from the perspective of the natural sciences, this outstanding book brings together leading specialists to discuss the scientific connection of language to disciplines such as mathematics, physics, chemistry and
Introduction.- Practical Introduction to Business Process Engineering.- Concepts and Modeling Languages.- The Horus Method.- Areas of Application.- The Future of Business Engineering.-
A beautifully packaged, idiosyncratic introduction to British building styles, by the acclaimed illustrator and architectural enthusiast Matthew Rice. The Language of Buildings covers the grammar and vocabulary of British buildings, explaining the evolution of styles from Norman castles to Norman
Speaker, writer, and activist Charles Eisenstein explores the history and potential future of civilization, tracing the converging crises of our age to the illusion of the separate self Our disconnection from one another and the natural world has mislaid the foundations of science, religion, money,
A friendly, charming, and beautifully illustrated introduction to the world of natural wine -- where to buy it, what it tastes like, how to share it, and why it matters.What makes a wine natural? And why does it matter? In Wine, Unfiltered, Katherine Clary, author and creator of the Wine Zine,
A lavishly illustrated introduction to the world's dragonflies and damselfliesDragonflies and damselflies are often called birdwatchers' insects. Large, brightly colored, active in the daytime, and displaying complex and interesting behaviors, they have existed since the days of the dinosaurs, and
A simple, beautiful introduction to math for the youngest readersEvery child is a natural mathematician, according to Mitsumasa Anno. Children are constantly comparing and classifying things and events they observe around them. As they try to bring sense and order into what they observe, they are
Philosopher, psychologist and linguist are all concerned with natural language. Accordingly, in seeking a unified view, David Braine draws on insights from all these fields, sifting through the discordant schools of linguists. He concludes that one extended logic or 'integrated semantic syntax'
An introduction to category theory as a rigorous, flexible, and coherent modeling language that can be used across the sciences.Category theory was invented in the 1940s to unify and synthesize different areas in mathematics, and it has proven remarkably successful in enabling powerful
A unique and highly entertaining introduction to the richness of Chinese language, culture, and civilization, built on the groundbreaking and hugely popular Chineasy visual learning method.To educate the world about the richness and character of China's people, customs, and heritage, entrepreneur
Master the basic concepts and methodologies of digital signal processing with this systematic introduction, without the need for an extensive mathematical background. The authors lead the reader through the fundamental mathematical principles underlying the operation of key signal processing
This book is an introduction to the language and standard proof methods of mathematics. It is a bridge from the computational courses (such as calculus or differential equations) that students typically encounter in their first year of college to a more abstract outlook. It lays a foundation for
This is a textbook for an undergraduate mathematics major transition course from technique-based mathematics (such as Algebra and Calculus) to proof-based mathematics. It motivates the introduction of the formal language of logic and set theory and develops the basics with examples, exercises with
This self-contained introduction to natural language semanticsaddresses the major theoretical questions in the field.This self-contained introduction to natural language semantics addresses the major theoretical questions in the field. The authors introduce the systematic study of linguistic
Agreement plays a pivotal role in the generative theory of natural language. More recently, the minimalist paradigm suggests positing a separate operation: Agree - for agreement, alongside Merge - the recursive structure building operation, and Move - the displacement operation in grammar. Though