Building A Thesaurus Using LDA-Frames
| Authors | |
|---|---|
| Year of publication | 2012 |
| Type | Article in Proceedings |
| Conference | 6th Workshop on Recent Advances in Slavonic Natural Language Processing |
| MU Faculty or unit | |
| Citation | |
| web | https://nlp.fi.muni.cz/raslan/2012/paper02.pdf |
| Field | Informatics |
| Keywords | LDA-frames; thesaurus |
| Description | In this paper we present a new method for measuring semantic relatedness of lexical units, which can be used to generate a thesaurus automatically. The method is based on a comparison of probability distributions of semantic frames generated using the LDA-frames algorithm. The idea is evaluated by measuring the overlap of WordNet synsets and generated semantic clusters. The results show that the method outperforms another automatic approach used in the Sketch Engine project. |
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