Computational Analysis and Understanding of Natural Languages: Principles, Methods and Applications, Volume 38, the latest release in this monograph that provides a cohesive and integrated exposition of these advances and associated applications, includes new chapters on Linguistics: Core Concepts and Principles, Grammars, Open-Source Libraries, Application Frameworks, Workflow Systems, Mathematical Essentials, Probability, Inference and Prediction Methods, Random Processes, Bayesian Methods, Machine Learning, Artificial Neural Networks for Natural Language Processing, Information Retrieval, Language Core Tasks, Language Understanding Applications, and more.
The synergistic confluence of linguistics, statistics, big data, and high-performance computing is the underlying force for the recent and dramatic advances in analyzing and understanding natural languages, hence making this series all the more important.
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1. Linguistics: Core Concepts and Principles
2. Grammars
3. Open-Source Libraries, Application Frameworks, Workflow Systems, and Other Resources
4. Mathematical Essentials
5. Probability
6. Inference and Prediction Methods
7. Random Processes
8. Bayesian Methods
9. Machine Learning
10. Artificial Neural Networks for Natural Language Processing
11. Information Retrieval
12. Language Core Tasks 1
13. Language Core Tasks 2
14. Language Understanding Applications 1
15. Language Understanding Applications 2
16. Deep Learning for Natural Language Processing
17. Text Mining for Modeling Cyberattacks
18. World Languages and Crosslinguistics
19. Linguistic Elegance of the Languages of South India
20. Current Trends and Open Problems
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An accessible and authoritative scholarly compendium of recent research and the transformational and non-traditional applications of natural language understanding
Provides a thorough treatment of open-source libraries, application frameworks and workflow systems for natural language analysis and understanding
Presents new chapters on Linguistics: Core Concepts and Principles, Grammars, Open-Source Libraries, Application Frameworks, Workflow Systems, Mathematical Essentials, Probability, and more
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Produktdetaljer
ISBN
9780444640420
Publisert
2018-08-29
Utgiver
Vendor
North-Holland
Vekt
980 gr
Høyde
229 mm
Bredde
152 mm
Aldersnivå
P, 06
Språk
Product language
Engelsk
Format
Product format
Innbundet
Antall sider
537
Volume editor