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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Sou Professor Assistente em Engenharia Civil com uma sólida experiência em engenharia estrutural, tendo um B.Tech e M.Tech da Maharshi Dayanand University e um Ph.D. centrado na modelação preditiva baseada em ML para otimização de betão. Com mais de quatro anos de investigação, já publiquei 20 artigos em áreas como a otimização estrutural e a modelação de máquinas
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Taschenbuch. Zustand: Neu. 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. Artikel-Nr. 9786207808144
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Taschenbuch. Zustand: Neu. Mastering Natural Language Processing with Transformers | Rupesh Kumar Tipu | Taschenbuch | 56 S. | Englisch | 2024 | LAP LAMBERT Academic Publishing | EAN 9786207808144 | Verantwortliche Person für die EU: BoD - Books on Demand, In de Tarpen 42, 22848 Norderstedt, info[at]bod[dot]de | Anbieter: preigu. Artikel-Nr. 129667457
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