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• W2948074670 abstract "We introduce the use of Poincare embeddings to improve existing state-of-the-art approaches to domain-specific taxonomy induction from text as a signal for both relocating wrong hyponym terms within a (pre-induced) taxonomy as well as for attaching disconnected terms in a taxonomy. This method substantially improves previous state-of-the-art results on the SemEval-2016 Task 13 on taxonomy extraction. We demonstrate the superiority of Poincare embeddings over distributional semantic representations, supporting the hypothesis that they can better capture hierarchical lexical-semantic relationships than embeddings in the Euclidean space." @default.
• W2948074670 created "2019-06-14" @default.
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• W2948074670 date "2019-06-05" @default.
• W2948074670 modified "2023-09-27" @default.
• W2948074670 title "Every child should have parents: a taxonomy refinement algorithm based on hyperbolic term embeddings" @default.
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