Large and Small Language Models in Manufacturing and Electronics

Contemporary manufacturing, including electronics, is characterized by automation of a large part of manufacturing activities, and automation is also associated with the application of artificial intelligence (AI) techniques. In recent years, there has been a discussion about how useful large and small language models are for supporting and improving manufacturing activities by creating systems for questioning/answering, for extracting and summarizing knowledge from documents, for analyzing different types of content. This paper explores the applicability of large and small language models in manufacturing practice and how they influence the manufacturing process and final production in the field of electronics. Then, a conceptual model that summarizes the obtained findings is created and discussed.

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Publication Details

Published
2025-06-16
DOI
https://doi.org/10.23919/splitech65624.2025.11091684
Primary Topic
Manufacturing Process and Optimization
Type
article
Field-Weighted Citation Impact
0.00

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article

Large and Small Language Models in Manufacturing and Electronics

Malinka Ivanova, Csaba-Zoltan Kertesz, Galina Bogdanova
Manufacturing Process and Optimization
article

Large and Small Language Models in Manufacturing and Electronics

Malinka Ivanova, Csaba-Zoltan Kertesz, Galina Bogdanova
article en

Abstract

Contemporary manufacturing, including electronics, is characterized by automation of a large part of manufacturing activities, and automation is also associated with the application of artificial intelligence (AI) techniques. In recent years, there has been a discussion about how useful large and small language models are for supporting and improving manufacturing activities by creating systems for questioning/answering, for extracting and summarizing knowledge from documents, for analyzing different types of content. This paper explores the applicability of large and small language models in manufacturing practice and how they influence the manufacturing process and final production in the field of electronics. Then, a conceptual model that summarizes the obtained findings is created and discussed.

Bulgarian Academy of Sciences (BG), Technical University of Sofia (BG), Transylvania University of Brașov (RO), Institute of Mathematics and Informatics (BG)
Bulgarian National Science Fund
Industry, innovation and infrastructure
Openalex Percentile: Top 74%
Manufacturing Process and Optimization
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