An NLP-Powered Human Rights Monitoring Platform

作者：

Highlights：

• 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.

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.

论文关键词：Crowdsourcing,Human Rights Monitoring,Machine Learning,Natural Llanguage Pprocessing,Social Mmedia,Twitter,Ceasefire,Applications

论文评审过程：Available online 16 March 2020, Version of Record 11 April 2020.

论文官网地址：https://doi.org/10.1016/j.eswa.2020.113365