Wikify! Linking documents to encyclopedic knowledge

International Conference on Information and Knowledge Management, Proceedings

Volumn , Issue , 2007, Pages 233-241

  Mihalcea, Rada ^a   Csomai, Andras ^a  

^a UNIVERSITY OF NORTH TEXAS   (United States)

Author keywords

Keyword extraction; Semantic annotation; Wikipedia; Word sense disambiguation

Indexed keywords

AUTOMATIC ANNOTATIONS; ENCYCLOPEDIC KNOWLEDGE; KEYWORD EXTRACTION; MANUAL ANNOTATIONS; ONLINE ENCYCLOPEDIAS; SEMANTIC ANNOTATION; WIKIPEDIA; WORD SENSE DISAMBIGUATION;

INFORMATION THEORY; KNOWLEDGE MANAGEMENT;

SEMANTICS;

EID: 57449088306     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1321440.1321475     Document Type: Conference Paper

References (28)

1. S. F. Adafre and M. de Rijke. Finding similar sentences across multiple languages in wikipedia. In Proceedings of the EA CL Workshop on New Text, Trento, Italy, 2006.
2. T. Berners-Lee, J. Hendler, and O. Lassila. The Semantic Web. Scientific American, 1(501), May 2001.
3. R. Bunescu and M. Pasca. Using encyclopedic knowledge for named entity disambiguation. In Proceedings of the European Conference of the Association for Computational Linguistics, Trento, Italy, 2006.
4. S. Drenner, M. Harper, D. Frankowski, J. Riedl, and L. Terveen. Insert movie reference here: a system to bridge conversation and item-oriented web sites. In Proceedings of the SIGCHI conference on Human Factors in computing systems, pages 951-954, New York, NY, USA, 2006. ACM Press.
5. A. Faaborg and H. Lieberman. A goal-oriented Web browser. In Proceedings of the SIGCHI conference on Human Factors in computing systems, pages 751-760, Montreal, Canada, 2006.
6. E. Gabrilovich and S. Markovitch. Overcoming the brittleness bottleneck using wikipedia: Enhancing text categorization with encyclopedic knowledge. In Proceedings of the National Conference on Artificial Intelligence (AAAI), Boston, 2006.
7. J. Giles. Internet encyclopaedias go head to head. Nature, 438(7070):900-901, 2005.
8. A. Gliozzo, C. Giuliano, and C. Strapparava. Domain kernels for word sense disambiguation. In Proceedings of the 43th Annual Meeting of the Association for Computational Linguistics, Ann Arbor, Michigan, 2005.
9. C. Gutwin, G. Paynter, I. Witten, C. Nevill-Manning, and E. Frank. Improving browsing in digital libraries with keyphrase indexes. Decision Support Systems, 27(1-2):81-104, 1999.
10. A. Hulth. Improved automatic keyword extraction given more linguistic knowledge. In Proceedings of the 2003 Conference on Empirical Methods in Natural Language Processing, Japan, August 2003.
11. C. Jacquemin and D. Bourigault. Term Extraction and Automatic Indexing. Oxford University Press, 2000.
12. Y. Lee and H. Ng. An empirical evaluation of knowledge sources and learning algorithms for word sense disambiguation. In Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing (EMNLP 2002), Philadelphia, June 2002.
13. M. Lesk. Automatic sense disambiguation using machine readable dictionaries: How to tell a pine cone from an ice cream cone. In Proceedings of the SIGDOC Conference 1986, Toronto, June 1986.
14. H. Lieberman and H. Liu. Adaptive linking between text and photos using common sense reasoning. In Conference on Adaptive Hypermedia and Adaptive Web Systems, Malaga, Spain, 2000.
15. C. D. Manning and H. Schütze. Foundations of Statistical Natural Language Processing. The MIT Press, Cambridge, Massachusetts, 1999.
16. R. Mihalcea. Large vocabulary unsupervised word sense disambiguation with graph-based algorithms for sequence data labeling. In Proceedings of the Human Language Technology / Empirical Methods in Natural Language Processing conference, Vancouver, 2005.
17. R. Mihalcea. Using Wikipedia for automatic word sense disambiguation. In Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics, Rochester, New York, April 2007.
18. R. Mihalcea and P. Edmonds, editors. Proceedings of SENSEVAL-3, Association for Computational Linguistics Workshop, Barcelona, Spain, 2004.
19. R. Mihalcea and P. Tarau. TextRank - bringing order into texts. In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2004), Barcelona, Spain, 2004.
20. G. Miller. Wordnet: A lexical database. Communication of the ACM, 38(11):39-41, 1995.
21. R. Navigli and M. Lapata. Graph connectivity measures for unsupervised word sense disambiguation. In Proceedings of the International Joint Conference on Artificial Intelligence, Hyderabad, India, 2007.
22. R. Navigli and P. Velardi. Structural semantic interconnections: a knowledge-based approach to word sense disambiguation. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 27, 2005.
23. H. Ng and H. Lee. Integrating multiple knowledge sources to disambiguate word sense: An examplar-based approach. In Proceedings of the 34th Annual Meeting of the Association for Computational Linguistics (ACL 1996), Santa Cruz, 1996.
24. T. Pedersen. A decision tree of bigrams is an accurate predictor of word sense. In Proceedings of the North American Chapter of the Association for Computational Linguistics (NAACL 2001), pages 79-86, Pittsburgh, June 2001.
25. S. Pradhan, E. Loper, D. Dligach, and M. Palmer. Semeval-2007 task-17: English lexical sample, srl and all words. In Proceedings of the Fourth International Workshop on Semantic Evaluations (SemEval-2007), Prague, Czech Republic, June 2007.
26. G. Salton and C. Buckley. Term-weighting approaches in automatic text retrieval. Information Processing & Management, 24(5):513-523, 1988.
27. M. Strube and S. P. Ponzetto. Wikirelate! computing semantic relatedeness using Wikipedia. In Proceedings of the American Association for Artificial Intelligence, Boston, MA, 2006.
28. P. Turney. Learning algorithms for keyphrase extraction. Information Retrieval, 2(4):303-336, 2000.