(Engineering Ltd, 2023) Lande, Dmytro; Strashnoy, Leonard
The book presents research and practical implementations related to natural
language processing (NLP) technologies based on the concept of artificial
intelligence, generative AI, and the concept of Complex Networks aimed at creating
Semantic Networks.
The main principles of NLP, training models on large volumes of text data, new
universal and multi-purpose language processing systems are presented. It is shown
how the combination of NLP and Semantic Networks technologies opens up new
horizons for text analysis, context understanding, the formation of domain models,
causal networks, etc. This book presents methods for creating Semantic Networks
based on prompt engineering. Practices are presented that will help build semantic
networks capable of solving complex problems and making revolutionary changes in
the analytical activity.
The publication is intended for those who are going to use large language
models for the construction and analysis of semantic networks in order to solve
applied problems, in particular, in the field of decision making.