GPKEX: Genetically Programmed Keyphrase Extraction from Croatian Texts (CROSBI ID 597897)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Bekavac, Marko ; Šnajder, Jan
engleski
GPKEX: Genetically Programmed Keyphrase Extraction from Croatian Texts
We describe GPKEX, a keyphrase extraction method based on genetic programming. We represent keyphrase scoring measures as syntax trees and evolve them to produce rankings for keyphrase candidates extracted from text. We apply and evaluate GPKEX on Croatian newspaper articles. We show that GPKEX can evolve simple and interpretable keyphrase scoring measures that perform comparably to more complex machine learning methods previously developed for Croatian.
Keyphrase extraction; genetic programming; information extraction; Croatian language
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Podaci o prilogu
43-47.
2013.
objavljeno
Podaci o matičnoj publikaciji
Procedings of the 4th Biennial International Workshop on Balto-Slavic Natural Language Processing
Sofija: Association for Computational Linguistics (ACL)
Podaci o skupu
4th Biennial International Workshop on Balto-Slavic Natural Language Processing
predavanje
08.08.2013-09.08.2013
Sofija, Bugarska