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Unsupervised induction of semantic classes using semantic similarity metrics

Ιωσήφ Ηλίας

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URI: http://purl.tuc.gr/dl/dias/98A1E36F-E630-4D96-A471-F540EA8F16CD
Year 2007
Type of Item Μεταπτυχιακή Διατριβή
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Bibliographic Citation Ηλίας Ιωσήφ, "Unsupervised induction of semantic classes using semantic similarity metrics", Μεταπτυχιακή Διατριβή, Τμήμα Ηλεκτρονικών Μηχανικών και Μηχανικών Υπολογιστών, Πολυτεχνείο Κρήτης, Χανιά, Ελλάς, 2007. https://doi.org/10.26233/heallink.tuc.14021
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Summary

N-gram statistical language modeling -- 2. Semantic similarity metrics -- 3. Unsupervised combination of metrics for semantic class induction -- 4. A soft-clustering algorithm for automatic induction of semantic classes -- 5. Unsupervised semantic similarity computation using web search engines

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