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Mastering Natural Language Processing with Transformers - Rupesh Kumar Tipu

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2024-06-24
37,91 € 63,18 €

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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, accountabi ... Täielik kirjeldus

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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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Autor Rupesh Kumar Tipu
Kirjastaja LAP LAMBERT Academic Publishing
Väljalaskeaasta 2024
Kaanetüüp Pehme kaanega
EAN 9786207808144
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37,91 € 63,18 €