NLP Model Concepts: Theory and Techniques

KUMAR TIPU, RUPESH; BATRA, VANDNA

ISBN 10: 6207806743 / ISBN 13: 9786207806744

Edité par LAP LAMBERT Academic Publishing, 2024

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Détails bibliographiques

• Titre: NLP Model Concepts: Theory and Techniques
• Éditeur: LAP LAMBERT Academic Publishing
• Date de parution: 2024
• Langue: anglais
• ISBN à 10 chiffres: 6207806743
• ISBN à 13 chiffres: 9786207806744
• Reliure: Couverture souple
• État de l'article: New

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Synopsis

"NLP Model Concepts: Theory and Techniques" is a comprehensive guide to natural language processing, covering fundamental concepts, advanced models, and practical implementations. It explores text preprocessing, feature extraction, text classification, sequence modeling, and advanced models like BERT, GPT, and T5. The book also addresses ethical considerations in NLP, including bias, data privacy, and fairness, with practical Python code examples throughout.