D19-3005@ACL

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#1 Automatic Taxonomy Induction and Expansion [PDF] [Copy] [Kimi]

Authors: Nicolas Rodolfo Fauceglia ; Alfio Gliozzo ; Sarthak Dash ; Md. Faisal Mahbub Chowdhury ; Nandana Mihindukulasooriya

The Knowledge Graph Induction Service (KGIS) is an end-to-end knowledge induction system. One of its main capabilities is to automatically induce taxonomies from input documents using a hybrid approach that takes advantage of linguistic patterns, semantic web and neural networks. KGIS allows the user to semi-automatically curate and expand the induced taxonomy through a component called Smart SpreadSheet by exploiting distributional semantics. In this paper, we describe these taxonomy induction and expansion features of KGIS. A screencast video demonstrating the system is available in https://ibm.box.com/v/emnlp-2019-demo .