Van de Cruys, Tim and Afantenos, Stergos and Muller, Philippe MELODI : Semantic Similarity of Words and Compositional Phrases using Latent Vector Weighting. (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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(Document in English)
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Official URL: http://www.aclweb.org/anthology/S13-2017
Abstract
In this paper we present our system for the SemEval 2013 Task 5a on semantic similar- ity of words and compositional phrases. Our system uses a dependency-based vector space model, in combination with a technique called latent vector weighting. The system computes the similarity between a particular noun in- stance and the head noun of a particular noun phrase, which was weighted according to the semantics of the modifier. The system is en- tirely unsupervised; one single parameter, the similarity threshold, was tuned using the train- ing data.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| HAL Id: | hal-01231759 |
| Audience (conference): | International 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) |
| Laboratory name: | |
| Statistics: | download |
| Deposited On: | 27 Oct 2015 13:57 |
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