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Computer-Assisted Creation of Boolean Search Rules for Text Classification in The Legal Domain

This paper, present a method of building strong, explainable classifiers in the form of Boolean search rules. We developed an interactive environment called CASE (Computer Assisted Semantic Exploration) which exploits word cooccurrence to guide human annotators in selection of relevant search term...

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