Identifying civilians killed by police with distantly supervised entity-event extraction
EMNLP, pp. 1547-1557, 2017.
We propose a new, socially-impactful task for natural language processing: from a news corpus, extract names of persons who have been killed by police. We present a newly collected police fatality corpus, which we release publicly, and present a model to solve this problem that uses EM-based distant supervision with logistic regression ...More
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