06.08.2015 Views

A Wordnet from the Ground Up

A Wordnet from the Ground Up - School of Information Technology ...

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5.4. What Next? 183statistical properties of <strong>the</strong> features in order to construct a kind of confidence measurewhich describes <strong>the</strong> evidence for <strong>the</strong> calculations for a particular lemma pair.The accuracy of MSR increases with <strong>the</strong> increasing corpus size. We will keepcollecting large corpora. The description based on <strong>the</strong> occurrences of <strong>the</strong> lexicomorphosyntacticconstraints, however, is collected only <strong>from</strong> a relatively small percentageof occurrences of <strong>the</strong> lemmas in focus. Types of description o<strong>the</strong>r than <strong>the</strong>constraints can increase <strong>the</strong> utilisation ratio of <strong>the</strong> corpus. In <strong>the</strong> case of <strong>the</strong> Estrattoalgorithm (a pattern-based approach), <strong>the</strong> usage of more complex pattern scheme significantlyimproved <strong>the</strong> accuracy, so we want continue this line of development. Anobvious extension for <strong>the</strong> approach based on classifiers presented in Section 4.5.1 isits application to o<strong>the</strong>r types of lexico-semantic relation such as holonymy/meronymy.The most attractive aspect of <strong>the</strong> research is that opening one door reveals manyo<strong>the</strong>r doors which are still closed.The end? No! To be continued. . .

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