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Comparing Semantic Relatedness between Word Pairs in Portuguese Using Wikipedia

Leitzke Granada, Roger and Trojahn, Cassia and Vieira, Renata Comparing Semantic Relatedness between Word Pairs in Portuguese Using Wikipedia. (2014) In: International Conference on Computational Processing of the Portuguese Language (PROPOR 2014), 6 October 2014 - 8 October 2014 (Sao Carlos, Brazil).

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Official URL: https://doi.org/10.1007/978-3-319-09761-9_17

Abstract

The growth of available data in digital format has been facilitating the development of new models to automatically infer the semantic similarity between word pairs. However, there are still many natural languages without sufficient resources to evaluate measures of semantic relatedness. In this paper we translated word pairs from a well-known baseline for evaluating semantic relatedness measures into Portuguese and performed a manual evaluation of each pair. We compared the correlation with similar datasets in other languages and generated LSA models from Wikipedia articles in order to verify the pertinence of each dataset and how semantic similarity conveys across languages.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to Springer editor. This papers appears in volume 8775 of Lecture Notes in Computer Science ISSN : 0302-9743 ISBN: 978-3-319-09760-2 The original PDF is available at: https://link.springer.com/chapter/10.1007/978-3-319-09761-9_17
HAL Id:hal-02089290
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > Pontificia Universidade Catolica do Rio Grande do Sul - PUCRS (BRAZIL)
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Deposited By: IRIT IRIT
Deposited On:25 Mar 2019 14:21

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