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Mastering Natural Language Processing with Transformers

Mastering Natural Language Processing with Transformers

Paperback

Technology & Engineering

ISBN10: 6207808142
ISBN13: 9786207808144
Publisher: LAP Lambert Academic Publishing
Published: Jun 24 2024
Pages: 56
Weight: 0.21
Height: 0.13 Width: 6.00 Depth: 9.00
Language: English
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.

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Kumar Tipu, Rupesh

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Technology & Engineering