Violence detection explanation via semantic roles embeddings

Enrico Mensa, Davide Colla, Marco Dalmasso, Marco Giustini, Carlo Mamo, Alessio Pitidis, Daniele P. Radicioni

Research output: Contribution to journalArticlepeer-review


Emergency room reports pose 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 (V) vs. non-violence-related injuries (NV) is thus a relevant task to the ends of devising alerting mechanisms to track (and prevent) violence episodes.
Original languageEnglish
JournalBMC Medical Informatics and Decision Making
Issue number1
Publication statusPublished - 2020


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