Identifying civilians killed by police with distantly supervised entity-event extraction

Abram Handler
Abram Handler
Michael Pinkham
Michael Pinkham
Cara Magliozzi
Cara Magliozzi
Joshua McDuffie
Joshua McDuffie

EMNLP, pp. 1547-1557, 2017.

Cited by: 11|Bibtex|Views15|Links
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Abstract:

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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