Local and global algorithms for disambiguation to Wikipedia

ACL-HLT 2011 - Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies

Volumn 1, Issue , 2011, Pages 1375-1384

  Ratinov, Lev ^a   Roth, Dan ^a   Downey, Doug ^b   Anderson, Mike ^c  

^a UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

^b NORTHWESTERN UNIVERSITY   (United States)

^c Rexonomy ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONTEXT SENSITIVE; FUNDAMENTAL PROBLEM; GLOBAL ALGORITHMS; LINK STRUCTURE; NATURAL LANGUAGE PROCESSING; ONLINE ENCYCLOPEDIA; WIKIPEDIA; WORD SENSE DISAMBIGUATION;

COMPUTATIONAL LINGUISTICS; CONTEXT SENSITIVE LANGUAGES; NATURAL LANGUAGE PROCESSING SYSTEMS;

WEBSITES;

EID: 84859042430     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (18)

1. R. Bunescu and M. Pasca. 2006. Using encyclopedic knowledge for named entity disambiguation. In Proceedings of the 11th Conference of the European Chapter of the Association for Computational Linguistics (EACL-06), Trento, Italy, pages 9-16, April.
2. Ming-Wei Chang, Lev Ratinov, Dan Roth, and Vivek Srikumar. 2008. Importance of semantic representation: dataless classification. In Proceedings of the 23rd national conference on Artificial intelligence - Volume 2, pages 830-835. AAAI Press.
3. Rudi L. Cilibrasi and Paul M. B. Vitanyi. 2007. The google similarity distance. IEEE Trans. on Knowl. and Data Eng., 19(3):370-383. (Pubitemid 46374534)
4. Silviu Cucerzan. 2007. Large-scale named entity disambiguation based onWikipedia data. In Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), pages 708-716, Prague, Czech Republic, June. Association for Computational Linguistics.
5. Anthony Fader, Stephen Soderland, and Oren Etzioni. 2009. Scaling wikipedia-based named entity disambiguation to arbitrary web text. In Proceedings of the WikiAI 09 - IJCAI Workshop: User Contributed Knowledge and Artificial Intelligence: An Evolving Synergy, Pasadena, CA, USA, July.
6. Paolo Ferragina and Ugo Scaiella. 2010. Tagme: on-thefly annotation of short text fragments (by wikipedia entities). In Jimmy Huang, Nick Koudas, Gareth J. F. Jones, Xindong Wu, Kevyn Collins-Thompson, and Aijun An, editors, Proceedings of the 19th ACM conference on Information and knowledge management, pages 1625-1628. ACM.
7. Tim Finin, Zareen Syed, James Mayfield, Paul Mc- Namee, and Christine Piatko. 2009. Using Wikitology for Cross-Document Entity Coreference Resolution. In Proceedings of the AAAI Spring Symposium on Learning by Reading and Learning to Read. AAAI Press, March.
8. Evgeniy Gabrilovich and Shaul Markovitch. 2007a. Computing semantic relatedness using wikipediabased explicit semantic analysis. In Proceedings of the 20th international joint conference on Artifical intelligence, pages 1606-1611, San Francisco, CA, USA. Morgan Kaufmann Publishers Inc.
9. Evgeniy Gabrilovich and Shaul Markovitch. 2007b. Harnessing the expertise of 70,000 human editors: Knowledge-based feature generation for text categorization. J. Mach. Learn. Res., 8:2297-2345, December. (Pubitemid 350046196)
10. Xianpei Han and Jun Zhao. 2009. Named entity disambiguation by leveraging wikipedia semantic knowledge. In Proceeding of the 18th ACM conference on Information and knowledge management, CIKM '09, pages 215-224, New York, NY, USA. ACM.
11. Thorsten Joachims. 1997. A probabilistic analysis of the rocchio algorithm with tfidf for text categorization. In Proceedings of the Fourteenth International Conference on Machine Learning, ICML '97, pages 143-151, San Francisco, CA, USA. Morgan Kaufmann Publishers Inc.
12. Sayali Kulkarni, Amit Singh, Ganesh Ramakrishnan, and Soumen Chakrabarti. 2009. Collective annotation of wikipedia entities in web text. In Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, KDD '09, pages 457-466, New York, NY, USA. ACM.
13. James Mayfield, David Alexander, Bonnie Dorr, Jason Eisner, Tamer Elsayed, Tim Finin, Clay Fink, Marjorie Freedman, Nikesh Garera, James Mayfield, Paul McNamee, Saif Mohammad, Douglas Oard, Christine Piatko, Asad Sayeed, Zareen Syed, and Ralph Weischede. 2009. Cross-Document Coreference Resolution: A Key Technology for Learning by Reading. In Proceedings of the AAAI 2009 Spring Symposium on Learning by Reading and Learning to Read. AAAI Press, March.
14. RadaMihalcea and Andras Csomai. 2007. Wikify!: linking documents to encyclopedic knowledge. In Proceedings of the sixteenth ACM conference on Conference on information and knowledge management, CIKM '07, pages 233-242, New York, NY, USA. ACM.
15. David Milne and Ian H. Witten. 2008a. An effective, low-cost measure of semantic relatedness obtained from wikipedia links. In In the Wikipedia and AI Workshop of AAAI.
16. David Milne and Ian H. Witten. 2008b. Learning to link with wikipedia. In Proceedings of the 17th ACM conference on Information and knowledge management, CIKM '08, pages 509-518, New York, NY, USA. ACM.
17. Michael Strube and Simone Paolo Ponzetto. 2006. Wikirelate! computing semantic relatedness using wikipedia. In proceedings of the 21st national conference on Artificial intelligence - Volume 2, pages 1419-1424. AAAI Press. (Pubitemid 44705473)
18. Yiping Zhou, Lan Nie, Omid Rouhani-Kalleh, Flavian Vasile, and Scott Gaffney. 2010. Resolving surface forms to wikipedia topics. In Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010), pages 1335-1343, Beijing, China, August. Coling 2010 Organizing Committee.