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Hypernym Discovery

Paper

  • paper: Camachocollados, J. . (2017). Why we have switched from building full-fledged taxonomies to simply detecting hypernymy relations. arXiv.
  • paper/code: Shwartz, V. , Santus, E. , & Schlechtweg, D. . (2016). Hypernyms under siege: linguistically-motivated artillery for hypernymy detection. ACL 2016.
  • paper: A Short Survey on Taxonomy Learning from Text Corpora-Issues, Resources and Recent Advances, EMNLP 2017.
  • paper/code: Shwartz, V. , Goldberg, Y. , & Dagan, I. . (2016). Improving hypernymy detection with an integrated path-based and distributional method. ACL 2016.
  • paper: SemEval-2015 Task 17: Taxonomy Extraction Evaluation (TExEval).
  • paper: A Snow, R. , Jurafsky, D. , & Ng, A. Y. . (2004). Learning Syntactic Patterns for Automatic Hypernym Discovery. Advances in Neural Information Processing Systems.