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Xiaoyan He

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#small language model Open access Oct 2026

An Overview of Knowledge-Based System: History, Advances and Challenges in the Era of Large Language Models

With 60 years of research, knowledge-based system has travelled a long journey from early small-scale rule-based programs to modern super-large-scale knowledge graphs. Several multithreading technical stages can be broadly categorized: early history of rule-based system, knowledge engineering, semantic network, semanti...

Hualai Dong, Rui Li, Yingjing Shi et al. · 0 citations

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