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YAKE-Guided LDA approach for automatic classification of construction safety reports

Hrishikesh Gadekar, Nikhil Bugalia

In: 39th International Symposium on Automation and Robotics in Construction (ISARC 2022). pp. 451-458, 2022

This paper tests the applicability of YAKE! integrated with Guided Latent Dirichlet allocation to automatically classify safety observations in construction. The keywords obtained from the domain corpus using YAKE are seeded in GLDA to classify nearly 13,000 safety reports

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