Adel Ghamnia


2017

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Extracting hypernym relations from Wikipedia disambiguation pages : comparing symbolic and machine learning approaches
Mouna Kamel | Cassia Trojahn | Adel Ghamnia | Nathalie Aussenac-Gilles | Cécile Fabre
Proceedings of the 12th International Conference on Computational Semantics (IWCS) — Long papers

2016

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Hypernym extraction from Wikipedia
Adel Ghamnia
Actes de la conférence conjointe JEP-TALN-RECITAL 2016. volume 3 : RECITAL

Hypernym extraction from Wikipédia The volume of available documents on the Web continues to increase, the texts contained in these documents are rich information describing concepts and relationships between concepts specific to a particular field. In this paper, we propose and exploit an hypernymy extractor based on lexico-syntactic patterns designed for Wikipedia semi-structured pages, especially the disambiguation pages, to enrich a knowledge base as BabelNet and DBPedia. The results show a precision of 0.68 and a recall of 0.75 for the patterns that we have defined, and an enrichment rate up to 33% for both BabelNet and DBPédia semantic resources.