Abstract:Background Emergency room reports are a specific kind of text, posing specific challenges to natural language processing techniques. In this setting, violence episodes on women, elderly and children are often under-reported. Categorizing textual descriptions as containing violence-related injuries vs. non-violence-related injuries, is thus a relevant task, to the ends of devising alerting mechanisms to track violence episodes. Methods We present a system to detect episodes of violence from the textual descript… Show more
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