Evaluating word semantic properties using Sketch Engine

Velislava Stoykova; Maria Simkova

doi:10.1117/12.2180588

14 February 2015 Evaluating word semantic properties using Sketch Engine

Velislava Stoykova, Maria Simkova

Proceedings Volume 9445, Seventh International Conference on Machine Vision (ICMV 2014); 944524 (2015) https://doi.org/10.1117/12.2180588
Event: Seventh International Conference on Machine Vision (ICMV 2014), 2014, Milan, Italy

Abstract

The paper describes approach to use statistically-based tools incorporated into Sketch Engine system for electronic text corpora processing to mining big textual data for search and extract word semantic properties. It presents and compares series of word search experiments using different statistical approaches and evaluates results for Bulgarian language EUROPARL 7 Corpus search to extract word semantic properties. Finally, the methodology is extended for multilingual application using Slovak language EUROPARL 7 Corpus.

Citation Download Citation

Velislava Stoykova and Maria Simkova "Evaluating word semantic properties using Sketch Engine", Proc. SPIE 9445, Seventh International Conference on Machine Vision (ICMV 2014), 944524 (14 February 2015); https://doi.org/10.1117/12.2180588

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