Please use this identifier to cite or link to this item: http://arl.liuc.it/dspace/handle/2468/6035
Title: Two sides of a coin: translate while classify multilanguage annotations with domain ontology-driven word sense disambiguation
Authors: Gioseffi, Massimiliano
Locoro, Angela
Issue Date: 2013
Publisher: SciTe press, Science and Technology Publications
Bibliographic citation: Gioseffi Massimiliano, Locoro Angela (2013), Two sides of a coin: translate while classify multilanguage annotations with domain ontology-driven word sense disambiguation. In: Filipe Joaquim, Fred Ana, ed., Proceedings of the 5th International Conference on Agents and Artificial Intelligence (ICAART 2013). Volume 2. Setúbal: SciTe press, Science and Technology Publications, p. 358-363. ISBN 978-989-8565-39-6. DOI 10.5220/0004330203580363.
Abstract: In this paper we present an approach for the translation and classification of short texts in one step. Our work lays in the tradition of Domain-Driven Word Sense Disambiguation, though a major emphasis is given to domain ontologies as the right tool for sense-tagging and topic detection of short texts which, by their nature, are known to be reluctant to statistical treatment. We claim that in a scenario where users can annotate knowledge items using different languages, domain ontologies can prove very suitable for driving the word disambiguation and topic classification tasks. In this way, two tasks are gainfully collapsed in a single one. Although this study is still in its infancy, in what follows we are able to articulate motivations, design, workflow analysis, and concrete evolutions envisioned for our tool.
URI: http://arl.liuc.it/dspace/handle/2468/6035
Journal/Book: Proceedings of the 5th International Conference on Agents and Artificial Intelligence (ICAART 2013). Volume 2
ISBN: 978-989-8565-39-6
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