An Approach to Efficient Processing of Multi-word Units

  • Cvetana Krstev
  • Ivan Obradović
  • Ranka Stanković
  • Duško Vitas
Part of the Studies in Computational Intelligence book series (SCI, volume 458)


Efficient processing of Multi-Word Units in the course of development of morphological MWU dictionaries is not easy to achieve, especially when languages with complex morphological structures are concerned, such as Serbian. Manual development of this type of dictionaries is a tedious and extremely slow process. To alleviate this problem we turned to our multipurpose software tool, dubbed LeXimir, in the production of lemmas for e-dictionaries of multi-word units. In addition to that, we developed a procedure aimed at making the production of MWU dictionary lemmas more efficient. This procedure, which strongly relies on our comprehensive e-dictionaries of Serbian simple words, was subsequently implemented as a new functionality LeXimir. In this paper we present our approach, and offer an evaluation of the performance of the new functionality of LeXimir, and hence of our procedure, obtained through two rounds of experiments on various types of data. The paper ends with a brief discussion of some further possible applications of both the procedure and LeXimir in various language processing tasks.


Natural Language Processing Grammatical Category Lexical Representation Simple Word Nominative Case 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.


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Copyright information

© Springer-Verlag Berlin Heidelberg 2013

Authors and Affiliations

  • Cvetana Krstev
    • 1
  • Ivan Obradović
    • 2
  • Ranka Stanković
    • 2
  • Duško Vitas
    • 3
  1. 1.Faculty of PhilologyUniversity of BelgradeBelgradeSerbia
  2. 2.Faculty of Mining and GeologyUniversity of BelgradeBelgradeSerbia
  3. 3.Faculty of MathematicsUniversity of BelgradeBelgradeSerbia

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