LLMs override explicit source evidence with internal knowledge when modeling business processes, creating a measurable reliability risk in analytical tasks.
In: Enterprise, Business-Process and Information Systems Modeling - BPMDS 2024 and EMMSAD 2024, Limassol, Cyprus, June 3-4
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Knowledge-Driven Hallucination in Large Language Models: An Empirical Study on Process Modeling
LLMs override explicit source evidence with internal knowledge when modeling business processes, creating a measurable reliability risk in analytical tasks.