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Practical Solutions for Diverse Real World NLP Applications 1st Edition by Mourad Abbas ISBN 9783031442599 3031442598

Name: Practical Solutions for Diverse Real World NLP Applications 1st Edition by Mourad Abbas ISBN 9783031442599 3031442598
SKU: EB-54836026
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Practical Solutions for Diverse Real-World NLP Applications 1st Edition Mourad Abbas Digital Instant Download

Author(s): Mourad Abbas, (ed.)

ISBN(s): 9783031442599, 3031442598

Edition: 1

File Details: PDF, 2.26 MB

Year: 2024

Language: English

SKU: EB-54836026 Category: Education Studies & Teaching - Teaching - Reading & Language Tags: (ed.), Mourad Abbas

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Practical Solutions for Diverse Real World NLP Applications 1st Edition by Mourad Abbas – Ebook PDF Instant Download/Delivery: 9783031442599 ,3031442598
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ISBN 10: 3031442598
ISBN 13: 9783031442599
Author: Mourad Abbas

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.

Practical Solutions for Diverse Real World NLP Applications 1st Edition Table of contents:

Probabilistic Linguistic Knowledge and Token-Level Text Augmentation
Scaling Up Paraphrase Generation Datasets with Machine Translation and Semantic Similarity Filtering
Generative Byte-Level Models for Restoring Spaces, Punctuation, and Capitalization in Multiple Languages
Hierarchical Multi-task Learning with Articulatory Attributes for Cross-Lingual Phoneme Recognition
Comparison of Error Correction and Extraction Approaches
Learning Affective Responses to Music from Social Media Discourse
Aggregating Industrial Security Findings with Semantic Similarity-Based Techniques

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Tags: Mourad Abbas, Practical Solutions, Diverse, Real World, NLP Applications