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Practical solutions for diverse real-world NLP applications

Record Type:	Electronic resources : Monograph/item
Title/Author:	Practical solutions for diverse real-world NLP applicationsedited by Mourad Abbas.
other author:	Abbas, Mourad.
Published:	Cham :Springer International Publishing :2024.
Description:	vii, 142 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Natural language processing (Computer science)
Online resource:	https://doi.org/10.1007/978-3-031-44260-5
ISBN:	9783031442605$q(electronic bk.)

Practical solutions for diverse real-world NLP applications
Practical solutions for diverse real-world NLP applications[electronic resource] /edited by Mourad Abbas. - Cham :Springer International Publishing :2024. - vii, 142 p. :ill., digital ;24 cm. - Signals and communication technology,1860-4870. - Signals and communication technology..

Introduction -- Language resources -- Spoken language understanding system for under-resourced languages -- Speech recognition applications for code switched under-resourced dialects -- Speaker identification -- Speech synthesis -- Machine translation for under-resourced languages -- Sentiment analysis and opinion mining -- Language and dialect identification -- Conclusion.

This book unveils the most advanced techniques and innovative applications in the natural language processing (NLP) field. It uncovers the secrets to enhancing language understanding, and presents practical solutions to different NLP tasks, as text augmentation, paraphrase generation, and restoring spaces and punctuation in multiple languages. It unlocks the potential of hierarchical multi-task learning for cross-lingual phoneme recognition, and allows readers to explore more real-world applications such as error correction, aggregating industrial security findings as well as predicting music emotion values from social media conversations. "Practical Solutions for Diverse Real-World NLP Applications" is the suitable guidebook for researchers, students, and practitioners as it paves the way for them by delivering invaluable insights and knowledge. This book: Delves into cutting-edge research topics in NLP, covering diverse subjects in the field; Provides practical implementations and methodologies for various topics, enabling readers to apply the techniques in their own research; Offers an in-depth exploration of each topic, providing comprehensive insights and understanding for readers seeking a deeper understanding of NLP techniques used in real-world applications.

ISBN: 9783031442605$q(electronic bk.)

Standard No.: 10.1007/978-3-031-44260-5doiSubjects--Topical Terms:

200539
Natural language processing (Computer science)

LC Class. No.: QA76.9.N38

Dewey Class. No.: 006.35

Practical solutions for diverse real-world NLP applications
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505 0 $a Introduction -- Language resources -- Spoken language understanding system for under-resourced languages -- Speech recognition applications for code switched under-resourced dialects -- Speaker identification -- Speech synthesis -- Machine translation for under-resourced languages -- Sentiment analysis and opinion mining -- Language and dialect identification -- Conclusion.
520 $a This book unveils the most advanced techniques and innovative applications in the natural language processing (NLP) field. It uncovers the secrets to enhancing language understanding, and presents practical solutions to different NLP tasks, as text augmentation, paraphrase generation, and restoring spaces and punctuation in multiple languages. It unlocks the potential of hierarchical multi-task learning for cross-lingual phoneme recognition, and allows readers to explore more real-world applications such as error correction, aggregating industrial security findings as well as predicting music emotion values from social media conversations. "Practical Solutions for Diverse Real-World NLP Applications" is the suitable guidebook for researchers, students, and practitioners as it paves the way for them by delivering invaluable insights and knowledge. This book: Delves into cutting-edge research topics in NLP, covering diverse subjects in the field; Provides practical implementations and methodologies for various topics, enabling readers to apply the techniques in their own research; Offers an in-depth exploration of each topic, providing comprehensive insights and understanding for readers seeking a deeper understanding of NLP techniques used in real-world applications.
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