Abstract
The Dutch police force generates very high amounts of documents such as transcripts of interrogations, evidence findings, statements of people involved, all of which need to be read and processed by analysts. Automating the entity extraction in the documents would greatly help the police force. Neural network-based approaches using contextual
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