Векторлық косинус

method ID: vectorcosine

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Authors: nan

Publication: TIPSTER (2014)

DOI: nan

Automatic detection of antonymy is an important task in Natural Language Processing (NLP) for Information Retrieval (IR), Ontology Learning (OL) and many other semantic applications. However, current unsupervised approaches to …...

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Nine Features in a Random Forest to Learn Taxonomical Semantic Relations

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DOI: nan

AbstractROOT9 is a supervised system for the classification of hypernyms, co-hyponyms and random words that is derived from the already introduced ROOT13 (Santus et al., 2016). It relies on a …...

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What a Nerd! Beating Students and Vector Cosine in the ESL and TOEFL Datasets

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Publication: TIPSTER (2016)

DOI: nan

AbstractIn this paper, we claim that Vector Cosine ― which is generally considered one of the most efficient unsupervised measures for identifying word similarity in Vector Space Models ― can …...

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