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M. Yakobovskiy

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Open access Jul 2026

Efficient Visualization of Knowledge Graphs Based on Next-Generation Language Models

The results show that the proposed methodology is not limited to a single algorithm and permits the combination of direct extraction, specialized models, multi-stage pipelines, and OWL ontologies, which can be applied to the analysis of scientific, technical, and regulatory texts in a secure local environment.

O. I. Zakharova, K. N. Ivanov, S. P. Levashkin et al. · 0 citations

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