Several unsupervised methods for hypernym detection have been investigated in distributional semantics. Here we present a new approach based on a smoothed version of the distributional inclusion hypothesis. The new method is able to improve hypernym detection after testing on the BLESS dataset.
AHyDA: Automatic Hypernym Detection with feature Augmentation
Pannitto, LudovicaPrimo
;Lenci, Alessandro
Co-primo
2017-01-01
Abstract
Several unsupervised methods for hypernym detection have been investigated in distributional semantics. Here we present a new approach based on a smoothed version of the distributional inclusion hypothesis. The new method is able to improve hypernym detection after testing on the BLESS dataset.File in questo prodotto:
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