Linguistic Resources for Natural Language Processing: On the Necessity of Using Linguistic Methods to Develop NLP Software

Author:   Max Silberztein
Publisher:   Springer International Publishing AG
ISBN:  

9783031438134


Pages:   217
Publication Date:   14 March 2025
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Linguistic Resources for Natural Language Processing: On the Necessity of Using Linguistic Methods to Develop NLP Software


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Author:   Max Silberztein
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
ISBN:  

9783031438134


ISBN 10:   3031438132
Pages:   217
Publication Date:   14 March 2025
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

In honor of Peter.- Foreword. - Preface.- About this book. Part 1. Introduction.- 1. The Limitations of Corpus-based Methods in NLP.- Part 2.- 2. Developing Linguistic-based NLP Software.- 3. Linguistic Resources for the Automatic Generation of Texts in Natural Language.- 4. Towards a More Efficient Arabic-French Translation.- 5. Linguistic Resources and Methods and Algorithms for Belarusian Natural Language Processing.- Part 3.- Linguistic Resources for Low-resource Languages.- 6. A New Set of Linguistic Resources for Ukrainian.- 7. Formalization of the Quechua Morphology.- 8. The Challenging Task of Translating the Language of Tango.- 9. A Polylectal Linguistic Resource for Rromani.- Part 4. Processing Multiword Units: The Linguistic Approach.- 10. Using Linguistic Criteria to Define Multiword Units.- 11. A Linguistic Approach to English Phrasal Verbs.- 12. Analysis of Indonesian Multiword Expressions: Linguistic vs Data-driven Approach.

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Max Silberztein is a Professor of Linguistics, Computational Linguistics and Computer Science at the Université de Franche-Comté. He is the author of the three NLP software platforms (INTEX, NooJ and ATISHS), two books (Dictionnaires électroniques et analyse automatique de textes: le système INTEX, Masson 1993; Formalizing Natural Languages: the NooJ approach, Wiley 2016), and editor of over 15 volumes of selected Proceedings in Springer CCIS and LNCS series.

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