Automated WordNet Construction Using Word Embeddings

WS 2017 Mikhail KhodakAndrej RisteskiChristiane FellbaumSanjeev Arora

We present a fully unsupervised method for automated construction of WordNets based upon recent advances in distributional representations of sentences and word-senses combined with readily available machine translation tools. The approach requires very few linguistic resources and is thus extensible to multiple target languages... (read more)

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