Applying Wikipedia’s multilingual knowledge to cross–lingual question answering

Please use this identifier to cite or link to this item: http://hdl.handle.net/10045/7322
Información del item - Informació de l'item - Item information
Title: Applying Wikipedia’s multilingual knowledge to cross–lingual question answering
Authors: Ferrández Escámez, Sergio | Toral Ruiz, Antonio | Ferrández Escámez, Óscar | Ferrández, Antonio | Muñoz, Rafael
Research Group/s: Procesamiento del Lenguaje y Sistemas de Información
Center, Department or Service: Universidad de Alicante. Departamento de Lenguajes y Sistemas Informáticos
Keywords: Wikipedia | Question answering | Cross-lingual | EuroWordNet
Knowledge Area: Procesamiento del Lenguaje Natural
Date Created: Jun-2007
Issue Date: Jun-2007
Publisher: Springer Berlin / Heidelberg
Citation: FERRÁNDEZ ESCÁMEZ, Sergio, et al. “Applying Wikipedia’s multilingual knowledge to cross–lingual question answering”. Lecture notes in computer science. 2007, vol. 4592/2007. ISSN 0302-9743, pp. 352-363
Abstract: The application of the multilingual knowledge encoded in Wikipedia to an open–domain Cross–Lingual Question Answering system based on the Inter Lingual Index (ILI) module of EuroWordNet is proposed and evaluated. This strategy overcomes the problems due to ILI’s low coverage on proper nouns (Named Entities). Moreover, as these are open class words (highly changing), using a community–based up–to–date resource avoids the tedious maintenance of hand–coded bilingual dictionaries. A study reveals the importance to translate Named Entities in CL–QA and the advantages of relying on Wikipedia over ILI for doing this. Tests on questions from the Cross–Language Evaluation Forum (CLEF) justify our approach (20% of these are correctly answered thanks to Wikipedia’s Multilingual Knowledge).
Sponsor: This work has been developed in the framework of the project QALL-ME, which is a 6th Framework Research Programme of the European Union (EU), contract number: FP6-IST-033860.
URI: http://hdl.handle.net/10045/7322
ISBN: 978-3-540-73350-8
ISSN: 0302-9743 (Print) | 1611-3349 (Online)
DOI: 10.1007/978-3-540-73351-5_31
Language: eng
Type: info:eu-repo/semantics/article
Rights: The original publication is available at www.springerlink.com
Peer Review: si
Publisher version: http://dx.doi.org/10.1007/978-3-540-73351-5_31
Appears in Collections:INV - GPLSI - Artículos de Revistas

Files in This Item:
Files in This Item:
File Description SizeFormat 
ThumbnailSFE-NLDB07.pdf395,65 kBAdobe PDFOpen Preview


Items in RUA are protected by copyright, with all rights reserved, unless otherwise indicated.