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Conference Papers Year : 2015

Automatic Validation of Terminology by Means of Formal Concept Analysis

Luis Felipe Melo Mora
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  • PersonId : 968380
Yannick Toussaint
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  • PersonId : 968381

Abstract

Term extraction tools extract candidate terms and annotate their occurrences in the texts. However, not all these occurrences are terminological and, at present, this is still a very challenging issue to distinguish when a candidate term is really used with a termino-logical meaning. The validation of term annotations is presented as a bi-classification model that classifies each term occurrence as a termi-nological or non-terminological occurrence. A context-based hypothesis approach is applied to a training corpus: we assume that the words in the sentence which contains the studied occurrence can be used to build positive and negative hypotheses that are further used to classify unde-termined examples. The method is applied and evaluated on a french corpus in the linguistic domain and we also mention some improvements suggested by a quantitative and qualitative evaluation.
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Dates and versions

hal-01176422 , version 1 (15-07-2015)

Identifiers

  • HAL Id : hal-01176422 , version 1

Cite

Luis Felipe Melo Mora, Yannick Toussaint. Automatic Validation of Terminology by Means of Formal Concept Analysis. International Conference in Formal Concept Analysis - ICFCA 2015, Jun 2015, Nerja Spain. pp.236-251. ⟨hal-01176422⟩
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