Modern Language Models and Computation: Theory with Applications

Modern Language Models and Computation: Theory with Applications

Author
Alexander Meduna, Ondřej Soukup
Publisher
Springer International Publishing
Language
English
Edition
1
Year
2017
Page
XIX, 548
ISBN
978-3-319-63099-1, 978-3-319-63100-4
File Type
pdf
File Size
5.6 MiB

This textbook gives a systematized and compact summary, providing the most essential types of modern models for languages and computation together with their properties and applications. Most of these models properly reflect and formalize current computational methods, based on parallelism, distribution and cooperation covered in this book. As a result, it allows the user to develop, study, and improve these methods very effectively.
This textbook also represents the first systematic treatment of modern language models for computation. It covers all essential theoretical topics concerning them. From a practical viewpoint, it describes various concepts, methods, algorithms, techniques, and software units based upon these models. Based upon them, it describes several applications in biology, linguistics, and computer science.

Advanced-level students studying computer science, mathematics, linguistics and biology will find this textbook a valuable resource. Theoreticians, practitioners and researchers working in today’s theory of computation and its applications will also find this book essential as a reference.

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