Assessing the challenge of fine-grained named entity recognition and classification

Proceedings of the Annual Meeting of the Association for Computational Linguistics

Volumn , Issue , 2010, Pages 93-101

  Ekbal, Asif ^a   Sourjikova, Eva ^a   Frank, Anette ^a   Ponzetto, Simone Paolo ^a  

^a UNIVERSITY OF HEIDELBERG   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); SEMANTICS;

CLASSIFICATION TECHNIQUE; COARSE-GRAINED; CONTEXTUAL INFORMATION; FINE GRAINED; GOLD STANDARDS; LARGE-SCALES; NAMED ENTITIES; NAMED ENTITY CLASSIFICATION; NAMED ENTITY RECOGNITION; WORD SENSE DISAMBIGUATION;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 84976424723     PISSN: 0736587X     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (32)

1. Enrique Alfonseca and Suresh Manandhar. 2002. An unsupervised method for general named entity recognition and automated concept discovery. In Proc. of GWC-02.
2. S. Ananiadou, C. Friedman, and J.I. Tsujii. 2004. Special issue on named entity recognition in biomedicine. Journal of Biomedical Informatics, 37(6).
3. Javier Artiles, Satoshi Sekine, and Julio Gonzalo. 2008. Web people search. In Proc. of LREC'08.
4. Satanjeev Banerjee and Ted Pedersen. 2003. Extended gloss overlap as a measure of semantic relatedness. In Proc. of IJCAI-03, pages 805-810.
5. Marco Baroni, Silvia Bernardini, Adriano Ferraresi, and Eros Zanchetta. 2009. The wacky wide web: A collection of very large linguistically processed web-crawled corpora. Journal of Language Resources and Evaluation, 43(3):209-226.
6. Oliver Bender, Franz Josef Och, and Hermann Ney. 2003. Maximum entropy models for named entity recognition. In Proc. of CoNLL-03, pages 148-151.
7. Razvan Bunescu and Marius Paşca. 2006. Using encyclopedic knowledge for named entity disambiguation. In Proc. of EACL-06, pages 9-16.
8. Oren Etzioni, Michael Cafarella, Doug Downey, Ana-Maria Popescu, Tal Shaked, Stephen Soderland, Daniel S. Weld, and Alexander Yates. 2005. Unsupervised named-entity extraction from the web: an experimental study. Artificial Intelligence, 165(1):91-134.
9. Michael Fleischman and Eduard Hovy. 2002. Fine grained classification of named entities. In Proc. of COLING-02, pages 1-7.
10. Michael Fleischman. 2001. Automated subcategorization of named entities. In Proc. of the ACL 2001 Student Workshop.
11. Radu Florian, Abe Ittycheriah, Hongyan Jing, and Tong Zhang. 2003. Named entity recognition through classifier combination. In Proc. of CoNLL-03, pages 168-171.
12. Claudio Giuliano and Alfio Gliozzo. 2007. Instance based lexical entailment for ontology population. In Proc. of ACL-07, pages 248-256.
13. Claudio Giuliano and Alfio Gliozzo. 2008. Instance-based ontology population exploiting named-entity substitution. In Proc. of COLING-ACL-08, pages 265-272.
14. Claudio Giuliano. 2009. Fine-grained classification of named entities exploiting latent semantic kernels. In Proc. of CoNLL-09, pages 201-209.
15. Taku Kudo and Yuji Matsumoto. 2000. Use of Support Vector Machines for chunk identification. In Proc. of CoNLL-00, pages 142-144.
16. Yoong Keok Lee and Hwee Tou Ng. 2002. An empirical evaluation of knowledge sources and learning algorithms for word sense disambiguation. In Proc. of EMNLP-02, pages 41-48.
17. 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 ACL-SIGDOC Conference, pages 24-26.
18. Thomas Mandl and Christa Womser-Hacker. 2005. The effect of named entities on effectiveness in cross-language information retrieval evaluation. In Proc. of ACM SAC 2005, pages 1059-1064.
19. Andrew McCallum and Andrew Li. 2003. Early results for named entity recognition with conditional random fields, features induction and web-enhanced lexicons. In Proc. of CoNLL-03, pages 188-191.
20. Dan Melamed and Philip Resnik. 2000. Tagger evaluation given hierarchical tag sets. Computers and the Humanities, pages 79-84.
21. MUC-7. 1998. Proceedings of the Seventh Message Understanding Conference (MUC-7). Morgan Kaufmann, San Francisco, Cal.
22. David Nadeau and Satoshi Sekine. 2007. A survey of named entity recognition and classification. Journal of Linguisticae Investigationes, 30(1).
23. Marius Paşca and Benjamin van Durme. 2008. Weakly-supervised acquisition of open-domain classes and class attributes from web documents and query logs. In Proc. of ACL-08, pages 19-27.
24. M. Paşca, D. Lin, J. Bigham, A. Lifchits, and A. Jain. 2006a. Names and similarities on the web: Fact extraction in the fast lane. In Proc. of COLING-ACL-06, pages 809-816.
25. Marius Paşca, Dekang Lin, Jeffrey Bigham, Andrei Lifchits, and Alpa Jain. 2006b. Organizing and searching the world wide web of facts - Step one: The one-million fact extraction challenge. In Proc. of AAAI-06, pages 1400-1405.
26. Marius Paşca. 2007. Weakly-supervised discovery of named entities using web search queries. In Proc. of CIKM-2007, pages 683-690.
27. Luiz Augusto Pizzato, Diego Molla, and Cécile Paris. 2006. Pseudo relevance feedback using named entities for question answering. In Proc. of ALTW-2006, pages 83-90.
28. Simone Paolo Ponzetto and Michael Strube. 2007. Deriving a large scale taxonomy from Wikipedia. In Proc. of AAAI-07, pages 1440-1445.
29. Fabian M. Suchanek, Gjergji Kasneci, and Gerhard Weikum. 2008. YAGO: A Large Ontology from Wikipedia and WordNet. Elsevier Journal of Web Semantics, 6(3):203-217.
30. Hristo Tanev and Bernardo Magnini. 2006. Weakly supervised approaches for ontology population. In Proc. of EACL-06, pages 17-24.
31. Erik F. Tjong Kim Sang and Fien De Meulder. 2003. Introduction to the CoNLL-2003 Shared Task: Language-independent Named Entity Recognition. In Proc. of CoNLL-03, pages 127-132.
32. Erik F. Tjong Kim Sang. 2002. Introduction to the CoNLL-2002 Shared Task: Language-independent Named Entity Recognition. In Proc. of CoNLL-02, pages 155-158.