The more the better? Assessing the influence of wikipedia's growth on semantic relatedness measures

Proceedings of the 7th International Conference on Language Resources and Evaluation, LREC 2010

Volumn , Issue , 2010, Pages 1374-1380

  Zesch, Torsten ^a   Gurevych, Iryna ^a  

^a DARMSTADT UNIVERSITY OF TECHNOLOGY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

NATURAL LANGUAGE PROCESSING SYSTEMS; SEMANTICS;

HUMAN JUDGMENTS; IN-DEPTH ANALYSIS; KNOWLEDGE SOURCES; SEMANTIC RELATEDNESS; WIKIPEDIA;

WEBSITES;

EID: 84904691648     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (27)

1. Satanjeev Banerjee and Ted Pedersen. 2002. An Adapted Lesk Algorithm for Word Sense Disambiguation Using WordNet. In CICLing '02: Proceedings of the Third International Conference on Computational Linguistics and Intelligent Text Processing, pages 136-145, London, UK. Springer-Verlag.
2. Thorsten Brants, Ashok C. Popat, Peng Xu, Franz J. Och, and Jeffrey Dean. 2007. Large Language Models in Machine Translation. In Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), pages 858-867, Prague, Czech Republic.
3. Alexander Budanitsky and Graeme Hirst. 2006. Evaluating WordNet-based Measures of Semantic Distance. Computational Linguistics, 32(1):13-47.
4. Luciana Buriol, Carlos Castillo, Debora Donato, Stefano Leonardi, and Stefano Millozzi. 2006. Temporal Analysis of the Wikigraph. In Proceedings of Web Intelligence, pages 45-51, Hong Kong.
5. Kenneth W. Church and Robert L. Mercer. 1993. Introduction to the special issue on Computational Linguistics using large corpora. Computational Linguistics, 19(1):1-24.
6. Christiane Fellbaum. 1998. WordNet: An Electronic Lexical Database. MIT Press, Cambridge, MA.
7. Evgeniy Gabrilovich and Shaul Markovitch. 2007. Computing Semantic Relatedness using Wikipedia-based Explicit Semantic Analysis. In Proceedings of The 20th International Joint Conference on Artificial Intelligence (IJCAI), pages 1606-1611, Hyderabad, India, January.
8. Iryna Gurevych. 2005. Using the Structure of a Conceptual Network in Computing Semantic Relatedness. In Proceedings of the 2nd International Joint Conference on Natural Language Processing, pages 767-778, Jeju Island, Republic of Korea.
9. Mario Jarmasz and Stan Szpakowicz. 2003. Roget's Thesaurus and Semantic Similarity. In Proceedings of Recent Advances in Natural Language Processing (RANLP), pages 111-120, Borovets, Bulgaria.
10. Michael Lesk. 1986. Automatic Sense Disambiguation Using Machine Readable Dictionaries: How to tell a pine cone from an ice cream cone. In Proceedings of the 5th Annual International Conference on Systems Documentation, pages 24-26, Toronto, Ontario, Canada.
11. Olena Medelyan, David Milne, Catherine Legg, and Ian H. Witten. 2009. Mining Meaning from Wikipedia. International Journal of Human-Computer Studies, 67(9):716-754.
12. Rada Mihalcea and Dan I. Moldovan. 1999. A Method for Word Sense Disambiguation of Unrestricted Text. In Proceedings of the 37th Annual Meeting of the Association for Computational Linguistics, pages 152-158, College Park, Maryland, USA, June.
13. David Milne and Ian H. Witten. 2008. An Effective, Low-Cost Measure of Semantic Relatedness Obtained from Wikipedia Links. In Proceedings of the first AAAI Workshop on Wikipedia and Artificial Intelligence (WIKIAI'08), pages 25-30, Chicago, USA.
14. David Milne. 2007. Computing Semantic Relatedness using Wikipedia Link Structure. In Proceedings of the New Zealand Computer Science Research Student Conference (NZCSRSC 2007), Hamilton, New Zealand.
15. Jane Morris and Graeme Hirst. 2004. Non-Classical Lexical Semantic Relations. In Workshop on Computational Lexical Semantics, Human Language Technology Conference of the North American Chapter of the ACL, pages 46-51, Boston.
16. Kotaro Nakayama, Takahiro Hara, and Shohiro Nishio. 2007. Wikipedia Mining for an Association Web Thesaurus Construction. In Proceedings of International Conference on Web Information Systems Engineering (WISE), pages 322-334, Nancy, France, December.
17. Siddharth Patwardhan and Ted Pedersen. 2006. Using WordNet Based Context Vectors to Estimate the Semantic Relatedness of Concepts. In Proceedings of the EACL 2006 Workshop Making Sense of Sense - Bringing Computational Linguistics and Psycholinguistics Together, pages 1-8, Trento, Italy.
18. Simone Paolo Ponzetto and Michael Strube. 2007. Knowledge Derived from Wikipedia for Computing Semantic Relatedness. Journal of Artificial Intelligence Research, 30:181-212.
19. Roy Rada, Hafedh Mili, Ellen Bicknell, and Maria Blettner. 1989. Development and Application of a Metric on Semantic Nets. IEEE Trans. on Systems, Man, and Cybernetics, 19(1):17-30.
20. Herbert Rubenstein and John B. Goodenough. 1965. Contextual Correlates of Synonymy. Communications of the ACM, 8(10):627-633.
21. Gerard Salton and Michael J. McGill. 1983. Introduction to Modern Information Retrieval. McGraw-Hill, New York.
22. Peter Turney. 2006. Expressing Implicit Semantic Relations without Supervision. In Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the ACL, pages 313-320, Sydney, Australia.
23. DeWitt Wallace and Lila Acheson Wallace. 2001-2005. Reader's Digest, das Beste für Deutschland. Jan 2001-Dec 2005. Verlag Das Beste, Stuttgart.
24. Torsten Zesch and Iryna Gurevych. 2010. Wisdom of Crowds versus Wisdom of Linguists - Measuring the Semantic Relatedness of Words. Journal of Natural Language Engineering, 16(1):25-59, January.
25. Torsten Zesch, Iryna Gurevych, and Max Mühlhäuser. 2007. Comparing Wikipedia and German Wordnet by Evaluating Semantic Relatedness on Multiple Datasets. In Proceedings of Human Language Technologies: The Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-HLT 2007), pages 205-208, Rochester, NY, USA.
26. Torsten Zesch, Christof Müller, and Iryna Gurevych. 2008a. Extracting Lexical Semantic Knowledge from Wikipedia and Wiktionary. In Proceedings of the Conference on Language Resources and Evaluation (LREC), Marrakech, Morocco. electronic proceedings.
27. Torsten Zesch, Christof Müller, and Iryna Gurevych. 2008b. Using Wiktionary for Computing Semantic Relatedness. In Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, pages 861-867, Chicago, IL, USA.