Negative Sampling Improves Hypernymy Extraction Based on Projection Learning

Chris Biemann, Dmitry Ustalov, Alexander Panchenko, Nikolay Arefyev. Negative Sampling Improves Hypernymy Extraction Based on Projection Learning. In Mirella Lapata, Phil Blunsom, Alexander Koller, editors, Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017, Valencia, Spain, April 3-7, 2017, Volume 2: Short Papers. pages 543-550, Association for Computational Linguistics, 2017. [doi]

Abstract

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