Matches in ScholarlyData for { <https://w3id.org/scholarlydata/inproceedings/lrec2008/papers/818> ?p ?o. }
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- 818 creator dirk-geeraerts.
- 818 creator dirk-speelman.
- 818 creator kris-heylen.
- 818 creator yves-peirsman.
- 818 type InProceedings.
- 818 label "Modelling Word Similarity: an Evaluation of Automatic Synonymy Extraction Algorithms.".
- 818 sameAs 818.
- 818 abstract "Vector-based models of lexical semantics retrieve semantically related words automatically from large corpora by exploiting the property that words with a similar meaning tend to occur in similar contexts. Despite their increasing popularity, it is unclear which kind of semantic similarity they actually capture and for which kind of words. In this paper, we use three vector-based models to retrieve semantically related words for a set of Dutch nouns and we analyse whether three linguistic properties of the nouns influence the results. In particular, we compare results from a dependency-based model with those from a 1st and 2nd order bag-of-words model and we examine the effect of the nouns frequency, semantic speficity and semantic class. We find that all three models find more synonyms for high-frequency nouns and those belonging to abstract semantic classses. Semantic specificty does not have a clear influence.".
- 818 hasAuthorList authorList.
- 818 hasTopic Linguistics.
- 818 isPartOf proceedings.
- 818 keyword "Lexicon, lexical database".
- 818 keyword "Ontologies".
- 818 keyword "Semantics".
- 818 title "Modelling Word Similarity: an Evaluation of Automatic Synonymy Extraction Algorithms.".