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Effect of dimensionality.

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posted on 2018-03-12, 18:30 authored by Mohammed Alsuhaibani, Danushka Bollegala, Takanori Maehara, Ken-ichi Kawarabayashi

The impact of the dimensionality of the word embeddings learnt evaluated on the RG, MC, RW, SCWS and MEN datasets.

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    word embeddings learntHNENNEobjective function subjectmethodHedged Nearest Neighbour Expansionword embeddingsNLPword analogy detection tasksKBcorpus co-occurrence statisticsmanually-created knowledge basesNearest Neighbour Expansionknowledge base Methods

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