Enhancing the open-domain classification of named entity using linked open data

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6496 LNCS, Issue PART 1, 2010, Pages 566-581

  Ni, Yuan ^a   Zhang, Lei ^a   Qiu, Zhaoming ^a   Wang, Chen ^a  

^a IBM RESEARCH   (United States)

Author keywords

Linked Open Data; Named Entity Classification

Indexed keywords

KNOWLEDGE BASED SYSTEMS; LINGUISTICS; LINKED DATA; NATURAL LANGUAGE PROCESSING SYSTEMS; OPEN DATA; SEMANTIC WEB;

ENTITY-TYPES; KNOWLEDGE BASE; LINKED OPEN DATA (LOD); LINKED OPEN DATUM; NAMED ENTITIES; NAMED ENTITY CLASSIFICATION; NUMBER OF DATUM; PRIORI KNOWLEDGE;

CLASSIFICATION (OF INFORMATION);

EID: 78650922445     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-17746-0_36     Document Type: Conference Paper

References (20)

1. Linked data, http://linkeddata.org/
2. Opencyc, http://www.cyc.com/opencyc
3. Redirects, http://en.wikipedia.org/wiki/Redirects-on-wikipedia
4. Ahn, D., Jijkoun, V., Mishne, G., Muller, K., de Rijke, M., Schlobach, S.: Using wikipedia at the trec qa track. In: Proceedings of the 13rd Text REtrieval Conference, TREC 13 (2004)
5. Banerjee, S., Pedersen, T.: Extended gloss overlaps as a measure of semantic relatedness. In: Proceedings of the 18th International Joint Conference on Artificial Intelligence (2003)
6. Banko, M., Cafarella, M.J., Soderland, S., Boardhead, M., Etzioni, O.: Open information extraction from the web. Communications of the ACM (2008)
7. Bikel, D.M., Miller, S., Schwartz, R., Weischedel, R.: Nymble: High-performance learning name-finder. In: Proceedings of the 5th Conference on Applied Natural Language Processing (1997)
8. Cimiano, P., Volker, J.: Towards large-scale, open-domain and ontology-based named entity classification. In: Proceedings of the International Conference on Recent Advances in Natural Language Processing, RANLP (2005)
9. Etzioni, O., Cafarella, M., Downey, D., Kok, S., Popescu, A.-M., Shaked, T., Soderland, S., Yates, D.S.W.S.A.: Web-scale information extraction in knowitall. In: Proceedings of the 13th International Conference on World Wide Web, WWW (2004)
10. Evans, R.: A framework for named entity recognition in the open domain. In: Proceedings of the Recent Advances in Natural Language Processing, RANLP (2003)
11. Fellbaum, C. (ed.):Wordnet: An electronic lexical database. MIT Press, Cambridge (1998)
12. Fleischman, M., Hovy, E.: Fine-grained classification of named entities. In: Proceedings of the 19th International Conference on Computational Linguistics, Coling (2002)
13. Ganti, V., Konig, A.C., Vernica, R.: Entity categorization over large document collections. In: Proceedings of the 14th ACM SIGKDD International Conference On Knowledge Discovery & Data Mining (2008)
14. Giuliano, C.: jLSI a for latent semantic indexing (2007) Software available at, http://tcc.itc.it/research/textec/tools-resources/jLSI.html
15. Giuliano, C.: Fine-grained classification of named entities exploiting latent semantic kernels. In: Proceedings of the 13rd Conference onCcomputational Natural Language Learning, CoNLL (2009)
16. Giuliano, C., Gliozzo, A.: Instance-based ontology population exploiting namedentity substitution. In: Proceedings of the 22nd International Conference on Computational Linguistics, Coling (2008)
17. Harabagiu, S., Moldovan, D., Pasca, M., Mihalcea, R., Surdeanu, M., Bunescu, R., Girju, R., Rus, V., Morarescu, P.: Falcon: Boosting knowledge for answer engines. In: Proceedings of 9th Text REtrieval Conference, TREC 9 (2000)
18. Hirschman, L., Chinchor, N.: Muc-7 named entity task definition. In: Proceedings of the 7th Message Understanding Conference, MUC-7 (1997)
19. Kwok, C.C.T., Etzioni, O., Weld, D.S.: Scaling question answering to the web. In: Proceedings of the 10th World Wide Web Conference, WWW (2001)
20. Nadeau, D., Sekine, S.: A survey of named entity recognition and classification. In: Linguisticae Investigationes (2007)