Genex+, a Semantic-based Automatic Extractor of Examples Applied to Bilingual Terms
Jorge Lázaro, Juan Manuel Torres, Gerardo Sierra, Teresa Cabré, Andrés Torres · Research in Computing Science · 2017
In this paper we present Genex+ (Genex plus), an improved implementation of the Genex system (Générateur d'Exemples) [17], by using the semantic closeness between certain fragments of texts.This process was based on the combination of the successive extraction of concordances and collocations with the determination of the semantic closeness by the Mutual Information method [24] and Cosine calculus [3,22].Results have proven that a good example is almost always associated to the definition of the word to which it is making reference, and that it can be extracted automatically by the consecutive restriction of semantic fields applied to fragments of general language corpora.This has the advantage of presenting a conceptual reformulation of what is said in the definition by using highly informative textual fragments, but with a less formal register.For this second version, we implemented changes required for a bilingual entry.