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Natural Language Annotation for Machine Learning
Natural Language Annotation for Machine Learning
This book is intended as a resource for people who are interested in using computers to help process natural language. A natural language refers to any language spoken by humans, either currently (e.g., English, Chinese, Spanish) or in the past (e.g., Latin, ancient Greek, Sanskrit). Annotation refers to the process...
Information Theory and Statistical Learning
Information Theory and Statistical Learning
This book presents theoretical and practical results of information theoretic methods used in the context of statistical learning. Its major goal is to advocate and promote the importance and usefulness of information theoretic concepts for understanding and developing the sophisticated machine learning methods necessary not only...
Pattern Recognition in Speech and Language Processing (Electrical Engineering & Applied Signal Processing Series)
Pattern Recognition in Speech and Language Processing (Electrical Engineering & Applied Signal Processing Series)

Over the last 20 years, approaches to designing speech and language processing algorithms have moved from methods based on linguistics and speech science to data-driven pattern recognition techniques. These techniques have been the focus of intense, fast-moving research and have contributed to significant advances in this field.
...

Finite-State Language Processing (Language, Speech, and Communication)
Finite-State Language Processing (Language, Speech, and Communication)

Finite-state devices, which include finite-state automata, graphs, and finite-state transducers, are in wide use in many areas of computer science. Recently, there has been a resurgence of the use of finite-state devices in all aspects of computational linguistics, including dictionary encoding, text processing, and speech processing. This...

The Handbook of Intercultural Discourse and Communication
The Handbook of Intercultural Discourse and Communication

The Handbook of Intercultural Discourse and Communication brings together internationally-renowned scholars from a range of fields to survey the theoretical perspectives and applied work, including example analyses, in this burgeoning area of linguistics.

  • Features contributions from  established researchers in...
Natural Language Processing for Prolog Programmers
Natural Language Processing for Prolog Programmers

An examination of natural language processing in Prolog for those who know Prolog but not linguistics, this book enables students to move quickly into writing and working in useful software. It features many working computer programs that implement subsystems of a natural language processor. These programs are designed to be understood in...

Discrete Mathematics and Its Applications
Discrete Mathematics and Its Applications

Discrete Mathematics and its Applications, Seventh Edition, is intended for one- or two-term introductory discrete mathematics courses taken by students from a wide variety of majors, including computer science, mathematics, and engineering. This renowned best-selling text, which has been used at over 500 institutions around the world,...

The Syntax of Chinese (Cambridge Syntax Guides)
The Syntax of Chinese (Cambridge Syntax Guides)

The past quarter of a century has seen a surge in Chinese syntactic research that has produced a sizeable literature on the analysis of almost every construction in Mandarin Chinese. This guide to Chinese syntax analyses the majority of constructions in Chinese that have featured in theoretical linguistics in the past 25 years, using the...

Programming with Mathematica®: An Introduction
Programming with Mathematica®: An Introduction

Starting from first principles, this book covers all of the foundational material needed to develop a clear understanding of the Mathematica language, with a practical emphasis on solving problems. Concrete examples throughout the text demonstrate how Mathematica language, can be used to solve problems in science, engineering,...

Computational Music Analysis
Computational Music Analysis

This book provides an in-depth introduction and overview of current research in computational music analysis. Its seventeen chapters, written by leading researchers, collectively represent the diversity as well as the technical and philosophical sophistication of the work being done today in this intensely interdisciplinary field. A broad...

NLTK Essentials
NLTK Essentials

Build cool NLP and machine learning applications using NLTK and other Python libraries

About This Book

  • Extract information from unstructured data using NLTK to solve NLP problems
  • Analyse linguistic structures in text and learn the concept of semantic analysis and parsing
  • ...
Spoken Language Processing
Spoken Language Processing

Speech processing addresses various scientific and technological areas. It includes speech analysis and variable rate coding, in order to store or transmit speech. It also covers speech synthesis, especially from text, speech recognition, including speaker and language identification, and spoken language understanding.

This book...

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