Wordnet-based Evaluation of Large Distributional Models for Polish

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Piasecki, Maciej; Czachor, Gabriela; Janz, Arkadiusz; Kaszewski, Dominik and Kędzia, Paweł, 2018, Wordnet-based Evaluation of Large Distributional Models for Polish, CLARIN-PL Repository, http://hdl.handle.net/11321/997.
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2018-01-01
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The paper presents construction of large scale test datasets for word embeddings on the basis of a very large wordnet. They were next applied for evaluation of word embedding models and used to assess and compare the usefulness of different word embeddings extracted from a very large corpus of Polish. We analysed also and compared several publicly available models described in literature. In addition, several large word embeddings models built on the basis of a very large Polish corpus are presented.
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Piasecki et al, Wordnet-based Evaluation of Large Distributional Models.pdf
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