Mathematical Linguistics

  • András Kornai
Part of the Advanced Information and Knowledge Processing book series (AI&KP)

Table of contents

  1. Front Matter
    Pages i-xiii
  2. Pages 1-8
  3. Pages 9-21
  4. Pages 23-50
  5. Pages 51-76
  6. Pages 77-140
  7. Pages 141-178
  8. Pages 179-200
  9. Pages 219-246
  10. Pages 247-250
  11. Back Matter
    Pages 251-289

About this book

Introduction

Mathematical Linguistics introduces the mathematical foundations of linguistics to computer scientists, engineers, and mathematicians interested in natural language processing. The book presents linguistics as a cumulative body of knowledge from the ground up, with no prior knowledge of linguistics being assumed, covering more than the average two-semester introductory course in linguistics.

This comprehensive, reader-friendly volume offers readers a high-level orientation, discussing the foundations of the field and presenting both the classical work and the most recent results. It covers an extremely rich array of topics including not only syntax and semantics but also phonology and morphology, probabilistic approaches, complexity, learnability, and the analysis of speech and handwriting.

As the first text of its kind, this innovative book will be a valuable tool and reference for those in information science (information retrieval and extraction, search engines) and in natural language technologies (speech recognition, optical character recognition, HCI). Exercises suitable for advanced readers are included as well as suggestions for further reading and an extensive bibliography.

"I'm pleased and impressed. The book is very readable, often entertaining---it tells what the issues are, what they are called, in what health they are, where more meat can be found. Given the enormous amount of material and concepts touched on, and the technical difficulties lying under the surface almost everywhere, the book betrays scholarship in a matter-of-fact way, making due impression on, but without clobbering, the reader. This is a book that invites READING THROUGH…".

Professor Tommaso Toffoli, Boston University, USA

"It is a remarkable achievement, essential reading for every linguist who aspires to be well informed about applications of mathematics in the language sciences."

Professor Geoffrey Pullum, University of Edinburgh, UK

"I really liked this book. First, it is written very well and secondly, the author has taken a rather non-standard but very attractive approach to mathematical linguistics. It is very refreshing."

Professor Aravind K. Joshi, University of Pennsylvania, USA

Keywords

Syntax classification complexity computer hidden markov model human-computer interaction (HCI) information language learning linguistics morphology natural language processing semantics speech processing speech recognition

Authors and affiliations

  • András Kornai
    • 1
  1. 1.MetaCarta Inc.CambridgeUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-84628-986-6
  • Copyright Information Springer-Verlag London 2008
  • Publisher Name Springer, London
  • eBook Packages Computer Science
  • Print ISBN 978-1-84628-985-9
  • Online ISBN 978-1-84628-986-6
  • About this book