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Vedeneev VA, Kondratiev VV, Suslov KV, Kononenko RV, Govorkov AS, Gladkikh VA, Karlina YI, Karlina AI. Application of Large Language Models for Detecting Semantic Ambiguity in Industrial Instructions: Impact on Human–Machine Interaction and User Experience in Process Automation Systems of a Metallurgical Plant. Automation. 2026; 7(4):104. https://doi.org/10.3390/automation7040104

Vedeneev, Viktor A., Viktor V. Kondratiev, Konstantin V. Suslov, Roman V. Kononenko, Aleksey S. Govorkov, Vitaliy A. Gladkikh, Yulia I. Karlina, and Antonina I. Karlina. 2026. "Application of Large Language Models for Detecting Semantic Ambiguity in Industrial Instructions: Impact on Human–Machine Interaction and User Experience in Process Automation Systems of a Metallurgical Plant" Automation 7, no. 4: 104. https://doi.org/10.3390/automation7040104

Vedeneev, V. A., Kondratiev, V. V., Suslov, K. V., Kononenko, R. V., Govorkov, A. S., Gladkikh, V. A., Karlina, Y. I., & Karlina, A. I. (2026). Application of Large Language Models for Detecting Semantic Ambiguity in Industrial Instructions: Impact on Human–Machine Interaction and User Experience in Process Automation Systems of a Metallurgical Plant. Automation, 7(4), 104. https://doi.org/10.3390/automation7040104