Wikipedia-Based WSD for Multilingual Frame Annotation
Authors | Sara Tonelli Claudio Giuliano Kateryna Tymoshenko |
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Publication date | 2013 |
ISSN | 00043702 |
DOI | 10.1016/j.artint.2012.06.002 |
Links |
Wikipedia-Based WSD for Multilingual Frame Annotation - scientific work about Wikipedia quality published in 2013, written by Sara Tonelli, Claudio Giuliano and Kateryna Tymoshenko.
Overview
Many applications in the context of natural language processing have been proven to achieve a significant performance when exploiting semantic information extracted from high-quality annotated resources. However, the practical use of such resources is often biased by their limited coverage. Furthermore, they are generally available only for English and few other languages. Authors propose a novel methodology that, starting from the mapping between FrameNet lexical units and Wikipedia pages, automatically leverages from Wikipedia new lexical units and example sentences. The goal is to build a reference data set for the semi-automatic development of new FrameNets. In addition, this methodology can be adapted to perform frame identification in any language available in Wikipedia. Their approach relies on a state-of-the-art word sense disambiguation system that is first trained on English Wikipedia to assign a page to the lexical units in a frame. Then, this mapping is further exploited to perform frame identification in English or in any other language available in Wikipedia. Their approach shows a high potential in multilingual settings, because it can be applied to languages for which other lexical resources such as WordNet or thesauri are not available. © 2012 Elsevier B.V. All rights reserved.
Embed
Wikipedia Quality
Tonelli, Sara; Giuliano, Claudio; Tymoshenko, Kateryna. (2013). "[[Wikipedia-Based WSD for Multilingual Frame Annotation]]". Artificial Intelligence Volume 194, January 2013, pp. 203-221. ISSN: 00043702. DOI: 10.1016/j.artint.2012.06.002.
English Wikipedia
{{cite journal |last1=Tonelli |first1=Sara |last2=Giuliano |first2=Claudio |last3=Tymoshenko |first3=Kateryna |title=Wikipedia-Based WSD for Multilingual Frame Annotation |date=2013 |issn=00043702 |doi=10.1016/j.artint.2012.06.002 |url=https://wikipediaquality.com/wiki/Wikipedia-Based_WSD_for_Multilingual_Frame_Annotation |journal=Artificial Intelligence Volume 194, January 2013, pp. 203-221}}
HTML
Tonelli, Sara; Giuliano, Claudio; Tymoshenko, Kateryna. (2013). "<a href="https://wikipediaquality.com/wiki/Wikipedia-Based_WSD_for_Multilingual_Frame_Annotation">Wikipedia-Based WSD for Multilingual Frame Annotation</a>". Artificial Intelligence Volume 194, January 2013, pp. 203-221. ISSN: 00043702. DOI: 10.1016/j.artint.2012.06.002.