Mastering Natural Language Processing with Transformers (Paperback)

Rupesh Kumar Tipu

ISBN 10: 6207808142 / ISBN 13: 9786207808144

Published by LAP Lambert Academic Publishing, 2024

About this Item

Paperback. 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. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.

Seller Inventory # 9786207808144

Bibliographic Details

• Title: Mastering Natural Language Processing with Transformers (Paperback)
• Publisher: LAP Lambert Academic Publishing
• Publication Date: 2024
• Language: English
• ISBN 10: 6207808142
• ISBN 13: 9786207808144
• Binding: Paperback
• Condition: new

About this title

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.