Automatic extraction of analytical definitions and hyponymy-hypernymy relations with a pattern-based system

Authors

DOI:

https://doi.org/10.21814/lm.9.2.257

Abstract

This work is part of an ongoing project that is focused on the design of a lexicographic automaton. The main objective of the research is the extraction of analytical definitions and semantic relations of terms with data taken exclusively from internet. We present two of the abilities of the system: the extraction of analytical definitions and hypernyms. The methodology consists of the automatic search of that information with manually-built patterns based on the lexical structure of analytic definitions in natural language.

This method has improved the precision reported in the state of the art. Se have reached a precision of 92.5% for the extraction of analytical definitions and for the hypernymy relations.

Author Biographies

  • Miguel Alejandro Dorantes, National Autonomous University of Mexico

    Grupo de Ingeniería Lingüística,

    Instituto de Ingeniería

  • Alejandro Pimentel, National Autonomous University of Mexico

    Grupo de Ingeniería Lingüística,

    Instituto de Ingeniería

  • Gerardo Sierra, National Autonomous University of Mexico

    Grupo de Ingeniería Lingüística,

    Instituto de Ingeniería

  • Gemma Bel-Enguix, National Autonomous University of Mexico

    Grupo de Ingeniería Lingüística,

    Instituto de Ingeniería

References

Published

2017-12-31

Issue

Section

Research Articles

How to Cite

Automatic extraction of analytical definitions and hyponymy-hypernymy relations with a pattern-based system. (2017). Linguamática, 9(2), 33-44. https://doi.org/10.21814/lm.9.2.257