Violence detection explanation via semantic roles embeddings

Violence detection explanation via semantic roles embeddings

Abstract Background 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-re...

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Bibliographic Details
Main Authors: Enrico Mensa, Davide Colla, Marco Dalmasso, Marco Giustini, Carlo Mamo, Alessio Pitidis, Daniele P. Radicioni
Format: Article
Language:English
Published: BMC 2020-10-01
Series:BMC Medical Informatics and Decision Making
Subjects:
XAI
Explanation
Text categorization
Categorization explanation
Word embeddings
Semantic frames
Online Access:http://link.springer.com/article/10.1186/s12911-020-01237-4

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http://link.springer.com/article/10.1186/s12911-020-01237-4

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