An NLP-Powered Human Rights Monitoring Platform

Ayman Alhelbawy, Mark Lattimer,Udo Kruschwitz,Chris Fox,Massimo Poesio

Expert Systems with Applications（2020）

引用 7|浏览55

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摘要

•A practical system for human rights monitoring combining NLP and crowdsourcing.•Mining social media offers signals for human rights abuses in addition to reports.•Deep learning outperforms traditional machine learning in our classification task.•The Ceasefire Iraq platform has been continuously applied for several years.

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关键词

Crowdsourcing,Human Rights Monitoring,Machine Learning,Natural Llanguage Pprocessing,Social Mmedia,Twitter,Ceasefire,Applications

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