A named entity labeler for German: Exploiting wikipedia and distributional clusters

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

Volumn , Issue , 2010, Pages 552-556

  Chrupała, Grzegorz ^a   Klakow, Dietrich ^a  

^a SAARLAND UNIVERSITY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

LABELED TRAINING DATA; NAMED ENTITIES; NAMED ENTITY RECOGNITION; NER SYSTEM; READY TO USE; STATE-OF-THE-ART PERFORMANCE; TRAINING DATA; WIKIPEDIA ARTICLES;

EID: 84959879996     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. P. F. Brown, R. L. Mercer, V. J. Della Pietra, and J. C. Lai. 1992. Class-based n-gram models of natural language. Computational linguistics, 18(4):467-479.
2. M. Collins. 2002. Discriminative training methods for hidden Markov models: theory and experiments with per-ceptron algorithms. In Proceedings of EMNLP 2002.
3. G. Doddington, A. Mitchell, M. Przybocki, L. Ramshaw, S. Strassel, and R. Weischedel. 2004. The automatic content extraction (ACE) program-tasks, data, and evaluation. In Proceedings of LREC, Volume 4, pages 837-840. Citeseer.
4. W. Drozdzynski, H. Krieger, J. Piskorski, U. Schäfer, and F. Xu. 2004. Shallow processing with unification and typed feature structures - foundations and applications. Künstliche Intelligenz, 1:17-23.
5. J.R. Finkel, T. Grenager, and C. Manning. 2005. Incorporating non-local information into information extraction systems by Gibbs sampling. In Proceedings of the 43nd Annual Meeting of the Association for Computational Linguistics (ACL 2005).
6. R. Grishman and B. Sundheim. 1996. Message Understanding Conference-6: A brief history. In Proceedings of the 16th International Conference on Computational Linguistics, pages 466-471.
7. J. Kazama and K. Torisawa. 2007. Exploiting Wikipedia as external knowledge for Named Entity Recognition. In Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), pages 698-707.
8. T. Koo, X. Carreras, and M. Collins. 2008. Simple semi-supervised dependency parsing. Proc. ACL/HLT.
9. P. Mika, M. Ciaramita, H. Zaragoza, and J. Atserias. 2008. Learning to tag and tagging to learn: A case study on wikipedia. IEEE Intelligent Systems, 23(5):26-33.
10. S. Miller, J. Guinness, and A. Zamanian. 2004. Name tagging with word clusters and discriminative training. In Proceedings of HLT-NAACL, Volume 4.
11. D. Nadeau and S. Sekine. 2009. A survey of named entity recognition and classification. In Named entities: recognition, classification and use, page 3. John Benjamins Pub Co.
12. F.M. Suchanek, G. Kasneci, and G. Weikum. 2007. Yago: a core of semantic knowledge. In Proceedings of the 16th international conference on World Wide Web, page 706. ACM.
13. Erik F. Tjong Kim Sang and Fien De Meulder. 2003. Introduction to the CoNLL-2003 Shared Task: Language-independent Named Entity Recognition. In Proceedings of CoNLL-2003, pages 142-147.
14. R. Weischedel and A. Brunstein. 2005. BBN pronoun coreference and entity type corpus. Linguistic Data Consortium, Philadelphia.
15. F. Wu and D.S. Weld. 2007. Autonomously semantifying wikipedia. In Proceedings of the sixteenth ACM conference on Conference on information and knowledge management, pages 41-50. ACM.
16. Ziqi Zhang and José Iria. 2009. A novel approach to automatic gazetteer generation using wikipedia. In Proceedings of the 2009 Workshop on the Peoples Web Meets NLP, ACL-IJCNLP 2009.