A knowledge-based representation for cross-language document retrieval and categorization

14th Conference of the European Chapter of the Association for Computational Linguistics 2014, EACL 2014

Volumn , Issue , 2014, Pages 414-423

  Franco Salvador, Marc ^a,b   Rosso, Paolo ^b   Navigli, Roberto ^a  

^a SAPIENZA UNIVERSITY OF ROME   (Italy)

^b UNIVERSITAT POLITÈCNICA DE VALÈNCIA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; KNOWLEDGE BASED SYSTEMS; VECTOR SPACES;

CROSS LANGUAGES; DISCRIMINATIVE METHODS; DOCUMENT RETRIEVAL; DOCUMENT SIMILARITY; KNOWLEDGE BASED; KNOWLEDGE RESOURCE; LOW DIMENSIONAL; STATE OF THE ART;

INFORMATION RETRIEVAL;

EID: 84905715396     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3115/v1/e14-1044     Document Type: Conference Paper

References (39)

1. Massih-Reza Amini, Nicolas Usunier, and Cyril Goutte. 2009. Learning from multiple partially observed views - An application to multilingual text categorization. In Advances in Neural Information Processing Systems 22 (NIPS 2009), pages 28-36.
2. Christian Bizer, Jens Lehmann, Georgi Kobilarov, Soren Auer, Christian Becker, Richard Cyganiak, and Sebastian Hellmann. 2009. Dbpedia - A crystallization point for the web of data. J. Web Sem., 7(3):154-165.
3. David M. Blei, Andrew Y. Ng, and Michael I. Jordan. 2003. Latent dirichlet allocation. The Journal of machine Learning research, 3:993-1022.
4. Philipp Cimiano, Antje Schultz, Sergej Sizov, Philipp Sorg, and Steffen Staab. 2009. Explicit versus latent concept models for cross-language information retrieval. In Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), volume 9, pages 1513-1518.
5. Scott Deerwester, Susan T. Dumais, George W. Furnas, Thomas K. Landauer, and Richard Harshman. 1990. Indexing by latent semantic analysis. Journal of the American society for information science, 41(6):391-407.
6. Konstantinos I. Diamantaras and Sun Y. Kung. 1996. Principal component neural networks. Wiley New York.
7. Susan T. Dumais, Todd A. Letsche, Michael L. Littman, and Thomas K. Landauer. 1997. Automatic cross-language retrieval using latent semantic indexing. In Proc. of AAAI Spring Symposium on Cross-language Text and Speech Retrieval, pages 18-24.
8. Christiane Fellbaum. 1998. Word Net: An electronic lexical database. Bradford Books.
9. Marc Franco-Salvador, Parth Gupta, and Paolo Rosso. 2013. Cross-language plagiarism detection using a multilingual semantic network. In Proc. of the 35th European Conference on Information Retrieval (ECIR'13), volume 7814, pages 710-713. Springer-Verlag.
10. Evgeniy Gabrilovich and Shaul Markovitch. 2007. Computing semantic relatedness using wikipediabased explicit semantic analysis. In Proc. of the 20th International Joint Conference on Artifical Intelligence (IJCAI), pages 1606-1611.
11. Taher Haveliwala, Sepandar Kamvar, and Glen Jeh. 2003. An analytical comparison of approaches to personalizing pagerank. Technical Report 2003-35, Stanford InfoLab, June.
12. Xiaodong He. 2007. Using word dependent transition models in hmm based word alignment for statistical machine translation. In Proceedings of the Second Workshop on Statistical Machine Translation, pages 80-87. Association for Computational Linguistics.
13. Johannes Hoffart, Fabian M. Suchanek, Klaus Berberich, and Gerhard Weikum. 2013. Yago2: A spatially and temporally enhanced knowledge base from wikipedia. Artificial Intelligence, 194:28-61.
14. Eduard H. Hovy, Roberto Navigli, and Simone Paolo Ponzetto. 2013. Collaboratively built semistructured content and Artificial Intelligence: The story so far. Artificial Intelligence, 194:2-27.
15. David Hull. 1994. Improving text retrieval for the routing problem using latent semantic indexing. In Proceedings of the 17th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), pages 282-291. Springer.
16. Donald A. Jackson, Keith M. Somers, and Harold H. Harvey. 1989. Similarity coefficients: measures of co-occurrence and association or simply measures of occurrence? American Naturalist, pages 436-453.
17. Ian T. Jolliffe. 1986. Principal component analysis, volume 487. Springer-Verlag New York.
18. Thomas K. Landauer and Michael L. Littman. 1994. Computerized cross-language document retrieval using latent semantic indexing, April 5. US Patent 5, 301, 109.
19. Christopher D. Manning, Prabhakar Raghavan, and Hinrich Schutze. 2008. Introduction to Information Retrieval. Cambridge University Press, New York, NY, USA.
20. Michael Matuschek and Iryna Gurevych. 2013. Dijkstra-WSA: A graph-based approach to word sense alignment. Transactions of the Association for Computational Linguistics (TACL), 1:151-164.
21. Paul Mcnamee and James Mayfield. 2004. Character n-gram tokenization for european language text retrieval. Information Retrieval, 7(1-2):73-97.
22. David Mimno, Hanna M. Wallach, Jason Naradowsky, David A. Smith, and Andrew McCallum. 2009. Polylingual topic models. In Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2-Volume 2, pages 880-889. Association for Computational Linguistics.
23. Manuel Montes y G'omez, Alexander F. Gelbukh, Aurelio L'opez-L'opez, and Ricardo A. Baeza-Yates. 2001. Flexible comparison of conceptual graphs. In Proc. of the 12th International Conference on Database and Expert Systems Applications (DEXA), pages 102-111.
24. Dragos Stefan Munteanu and Daniel Marcu. 2005. Improving machine translation performance by exploiting non-parallel corpora. Computational Linguistics, 31(4):477-504.
25. Vivi Nastase and Michael Strube. 2013. Transforming wikipedia into a large scale multilingual concept network. Artificial Intelligence, 194:62-85.
26. Roberto Navigli and Mirella Lapata. 2010. An experimental study of graph connectivity for unsupervised word sense disambiguation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 32(4):678-692.
27. Roberto Navigli and Simone Paolo Ponzetto. 2012a. Babel Net: The automatic construction, evaluation and application of a wide-coverage multilingual semantic network. Artificial Intelligence, 193:217- 250.
28. Roberto Navigli and Simone Paolo Ponzetto. 2012b. Babel Relate! a joint multilingual approach to computing semantic relatedness. In Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence (AAAI-12), pages 108-114, Toronto, Canada.
29. Lawrence Page, Sergey Brin, Rajeev Motwani, and Terry Winograd. 1998. The PageRank Citation Ranking: Bringing Order to the Web. Technical report, Stanford Digital Library Technologies Project.
30. John C. Platt, Kristina Toutanova, and Wen-tau Yih. 2010. Translingual document representations from discriminative projections. In Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, pages 251-261.
31. Martin Potthast, Benno Stein, and Maik Anderka. 2008. A wikipedia-based multilingual retrieval model. In Advances in Information Retrieval, pages 522-530. Springer.
32. Martin Potthast, Alberto Barron-Cedeno, Benno Stein, and Paolo Rosso. 2011. Cross-language plagiarism detection. Language Resources and Evaluation, 45(1):45-62.
33. Fatiha Sadat, Howard Johnson, Akakpo Agbago, George Foster, Joel Martin, and Aaron Tikuisis. 2005. Portage: A phrase-based machine translation system. In Proceedings of the ACL Workshop on Building and Using Parallel Texts, Ann Arbor, USA.
34. Gerard Salton and Christopher Buckley. 1988. Termweighting approaches in automatic text retrieval. Information processing & management, 24(5):513- 523.
35. Gerard Salton and Michael J. McGill. 1986. Introduction to Modern Information Retrieval. McGraw- Hill, Inc., New York, NY, USA.
36. Gerard Salton, Edward A. Fox, and Harry Wu. 1983. Extended boolean information retrieval. Communications of the ACM, 26(11):1022-1036.
37. Bruce Thompson. 2005. Canonical correlation analysis. Encyclopedia of statistics in behavioral science.
38. Piek Vossen. 2004. Euro Word Net: A multilingual database of autonomous and language-specific wordnets connected via an inter-lingual index. International Journal of Lexicography, 17(2):161- 173.
39. Wen-tau Yih, Kristina Toutanova, John C. Platt, and Christopher Meek. 2011. Learning discriminative projections for text similarity measures. In Proceedings of the Fifteenth Conference on Computational Natural Language Learning, pages 247-256.