Mastering Natural Language Processing with Transformers

Kumar Tipu, Rupesh

ISBN 10: 6207808142 / ISBN 13: 9786207808144

Edité par LAP Lambert Academic Publishing, 2024

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Détails bibliographiques

• Titre: Mastering Natural Language Processing with Transformers
• Éditeur: LAP Lambert Academic Publishing
• Date de parution: 2024
• Langue: anglais
• ISBN à 10 chiffres: 6207808142
• ISBN à 13 chiffres: 9786207808144
• Reliure: Couverture souple
• État de l'article: New

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Synopsis

This comprehensive chapter on ethical considerations in NLP with Transformers explores critical issues such as bias and fairness, privacy concerns, and responsible AI practices. It delves into theoretical concepts like disparate impact metrics for measuring bias, privacy-preserving techniques in NLP models, and practical implementations using the transformers library. By emphasizing transparency, accountability, and ethical guidelines, the chapter aims to foster responsible AI development and deployment in NLP.