Conceptual Vectors - A Complementary Tool to Lexical Networks

Didier Schwab; Lim Lian Tze; Mathieu Lafourcade

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Paper

Conceptual Vectors - A Complementary Tool to Lexical Networks

In Proceedings of the 4th International Workshop on Natural Language Processing and Cognitive Science - Volume 0ICEIS, 139-148, 2007 , Funchal, Madeira, Portugal

Authors: Didier Schwab ¹ ; Lim Lian Tze ¹ and Mathieu Lafourcade ²

Affiliations: ¹ Computer-Aided Translation Unit (UTMK) School of Computer Sciences, Universiti Sains Malaysia, Malaysia ; ² Université Montpellier II-LIRMM, France

Abstract: There is currently much research in natural language processing focusing on lexical networks. Most of them, in particular the most famous, WordNet, lack syntagmatic information and especially thematic information (”Tennis Problem”). This article describes conceptual vectors that allows the representation of ideas in any textual segment and offers a continuous vision of related thematic, based on the distances between these thematic. We show the characteristics of conceptual vectors and explain how they complement lexical-semantic networks. We illustrate this purpose by adding conceptual vectors to WordNet by emergence.

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Paper citation in several formats:

Schwab, D.; Lian Tze, L. and Lafourcade, M. (2007). Conceptual Vectors - A Complementary Tool to Lexical Networks. In Proceedings of the 4th International Workshop on Natural Language Processing and Cognitive Science (ICEIS 2007) - NLPCS; ISBN 978-972-8865-97-9, SciTePress, pages 139-148. DOI: 10.5220/0002434801390148

@conference{nlpcs07,
author={Didier Schwab. and Lim {Lian Tze}. and Mathieu Lafourcade.},
title={Conceptual Vectors - A Complementary Tool to Lexical Networks},
booktitle={Proceedings of the 4th International Workshop on Natural Language Processing and Cognitive Science (ICEIS 2007) - NLPCS},
year={2007},
pages={139-148},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002434801390148},
isbn={978-972-8865-97-9},
}

TY - CONF

JO - Proceedings of the 4th International Workshop on Natural Language Processing and Cognitive Science (ICEIS 2007) - NLPCS
TI - Conceptual Vectors - A Complementary Tool to Lexical Networks
SN - 978-972-8865-97-9
AU - Schwab, D.
AU - Lian Tze, L.
AU - Lafourcade, M.
PY - 2007
SP - 139
EP - 148
DO - 10.5220/0002434801390148
PB - SciTePress