Learning to Mine Definitions from Slovene Structured and Unstructured Knowledge-Rich Resources
Darja Fišer, Senja Pollak, Špela Vintar · 2010
The paper presents an innovative approach to extract Slovene definition candidates from domain-specific corpora using morphosyntactic patterns, automatic terminology recognition and semantic tagging with wordnet senses.First, a classification model was trained on examples from Slovene Wikipedia which was then used to find well-formed definitions among the extracted candidates.The results of the experiment are encouraging, with accuracy ranging from 67% to 71%.The paper also addresses some drawbacks of the approach and suggests ways to overcome them in future work.