Stance detection in online discussions

January 02, 2017 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Peter Krejzl, Barbora Hourovรก, Josef Steinberger arXiv ID 1701.00504 Category cs.CL: Computation & Language Citations 29 Venue arXiv.org Last Checked 4 months ago
Abstract
This paper describes our system created to detect stance in online discussions. The goal is to identify whether the author of a comment is in favor of the given target or against. Our approach is based on a maximum entropy classifier, which uses surface-level, sentiment and domain-specific features. The system was originally developed to detect stance in English tweets. We adapted it to process Czech news commentaries.
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