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MELODI : A Supervised Distributional Approach for Free Paraphrasing of Noun Compounds

Van de Cruys, Tim and Afantenos, Stergos and Muller, Philippe MELODI : A Supervised Distributional Approach for Free Paraphrasing of Noun Compounds. (2013) In: 7th International Workshop on Semantic Evaluation (SemEval 2013) in : 2nd Joint Conference on Lexical and Computational Semantics (SEM 2013), 14 June 2013 - 15 June 2013 (Atlanta, GA, United States).

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Official URL: http://www.aclweb.org/anthology/S13-2026

Abstract

This paper describes the system submitted by the MELODI team for the SemEval-2013 Task 4 : Free Paraphrases of Noun Compounds (Hendrickx et al., 2013). Our approach combines the strength of an unsupervised distributional word space model with a supervised maximum-entropy classification model; the distributional model yields a feature representation for a particular compound noun, which is subsequently used by the classifier to induce a number of appropriate paraphrases.

Item Type:Conference or Workshop Item (Paper)
HAL Id:hal-01231760
Audience (conference):National conference proceedings
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
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Deposited On:27 Oct 2015 14:21

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