Reliable Large Models with Knowledge Augmentation

Lingua: inglese

Editore: Springer Nature Singapore Jul 2026, 2026

9819573459 / 9789819573455

Da: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermaniaBuchWeltWeit Ludwig Meier e.K.

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Venditore AbeBooks dal 11 gennaio 2012

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This item is printed on demand - it takes 3-4 days longer - Neuware -In the rapidly evolving landscape of artificial intelligence, large language models (LLMs) have emerged as transformative tools, yet they face persistent challenges such as hallucination, knowledge obsolescence, and limited reasoning depth. The book 'Knowledge-Enhanced Large Models' addresses these gaps head-on, offering a comprehensive roadmap for integrating structured knowledge systems-particularly knowledge graphs-with cutting-edge AI models to build more reliable, accurate, and context-aware intelligent systems. This book is tailored for AI researchers, data scientists, engineers, students, and practitioners seeking to harness the synergy between large models and knowledge representation technologies. It balances theoretical rigor with practical implementation, making it equally valuable for academic exploration and industrial application.The book is organized into 10 chapters, systematically guiding readers from foundational concepts to advanced techniques and real-world applications. The first two chapters explore the rise of LLMs, their inherent limitations, and the paradigm shift toward knowledge-enhanced models. Chapters 3 to 5 delve into the infrastructure required to augment LLMs with structured knowledge. Chapters 6 to 9 explore cutting-edge methodologies for bridging symbolic knowledge systems with neural networks. The final chapter translates theory into practice, offering actionable guidelines for deploying knowledge-enhanced models across industries. 443 pp. Englisch.…

Codice articolo 9789819573455

Titolo
Reliable Large Models with Knowledge Augmentation
Autore
Wenguang Wang
Editore
Springer Nature Singapore Jul 2026
Anno di pubblicazione
2026
Condizione
Neu
Rilegatura
Buch
Lingua
inglese
ISBN 10
9819573459
ISBN 13
9789819573455
Dimensioni
235x155x35 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germania

Venditore con 5 stelle

Venditore AbeBooks dal 11 gennaio 2012

Tariffe di spedizione da Germania a U.S.A.

ArticoloDa 5 a 15 giorni lavorativiDa 5 a 15 giorni lavorativi
Primo articoloEUR 23,00EUR 23,00
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BuchWeltWeit Ludwig Meier e.K.

Germania