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Fighting with the Sparsity of Synonymy Dictionaries

30 Aug 2017 • Dmitry Ustalov • Mikhail Chernoskutov • Chris Biemann • Alexander Panchenko

Graph-based synset induction methods, such as MaxMax and Watset, induce synsets by performing a global clustering of a synonymy graph. However, such methods are sensitive to the structure of the input synonymy graph: sparseness of the input dictionary can substantially reduce the quality of the extracted synsets... (read more)

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