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Cross-sector generalization of accident-process role classification in occupational accident narratives

arXiv · AI, language, vision and robotics · article · Sep 18, 2026 · UTC

Occupational accident narratives contain valuable information about work situations, unfavourable conditions, accident events, and their consequences. Automatically structuring these narratives can facilitate large-scale accident analysis and support occupational risk prevention. However, the terminology and writing styles used to describe accidents vary considerably across sectors and organisations, raising questions about the ability of automated coding systems to generalize beyond their training domain. In this paper, we evaluate the cross-sector generalization of accident-process role clas

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Evidence & attribution

First collected: 2026-09-23T13:51:27.104Z. This is not the publication date.