Mastering Natural Language Processing with Transformers

Rupesh Kumar Tipu

ISBN 10: 6207808142 / ISBN 13: 9786207808144

Published by LAP LAMBERT Academic Publishing Jun 2024, 2024

About this Item

Neuware -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.Books on Demand GmbH, Überseering 33, 22297 Hamburg 56 pp. Englisch.

Seller Inventory # 9786207808144

Bibliographic Details

• Title: Mastering Natural Language Processing with Transformers
• Publisher: LAP LAMBERT Academic Publishing Jun 2024
• Publication Date: 2024
• Language: English
• ISBN 10: 6207808142
• ISBN 13: 9786207808144
• Binding: Taschenbuch
• Condition: Neu

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.