Unsupervised part-of-speech tagging supporting supervised methods

International Conference Recent Advances in Natural Language Processing, RANLP

Volumn 2007-January, Issue , 2007, Pages 64-68

  Biemann, Chris ^a   Giuliano, Claudio ^b   Gliozzo, Alfio ^b  

^a UNIVERSITY OF LEIPZIG   (Germany)

^b ITC IRST   (Italy)

Author keywords

Chunking; Named Entity Recognition; Unsupervised PoS tagging; Word Sense Disambiguation

Indexed keywords

COMPUTATIONAL LINGUISTICS; SPEECH RECOGNITION; SYNTACTICS;

CHUNKING; NAMED ENTITY RECOGNITION; PART OF SPEECH; PART OF SPEECH TAGGING; PARTS-OF-SPEECH TAGGING; SPEECH SYSTEMS; SUPERVISED METHODS; TASK-ORIENTED; UNSUPERVISED PARTOF-SPEECH TAGGING; WORD SENSE DISAMBIGUATION;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 84959037853     PISSN: 13138502     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (20)

1. M. Banko and E. Brill. 2001. Scaling to Very Very Large Corpora for Natural Language Disambiguation. In Proceedings of ACL-01, pp. 26-33, Toulouse, France
2. C. Biemann. 2006. Unsupervised Part-of-Speech Tagging Employing Efficient Graph Clustering. In Proceedings of the COLING/ACL-06 Student Research Workshop, Sydney, Australia
3. T. Brants. 2000. TnT - a statistical part-of-speech tagger. In Proceedings of ANLP-2000, Seattle, USA
4. P. F. Brown, V. J. Della Pietra, P. V. DeSouza, J. C. Lai and R. L. Mercer. 1992. Class-Based n-gram Models of Natural Language. Computational Linguistics 18(4), pp. 467-479
5. A. Clark. 2003. Combining Distributional and Morphological Information for Part of Speech Induction, In Proceedings of EACL-03, Budapest, Hungary
6. th Natl. Conference on AI, pp. 784-789, Menlo Park
7. S. Finch and N. Chater. 1992. Bootstrapping Syntactic Categories Using Statistical Methods. In Proc. 1st SHOE Workshop. Tilburg, The Netherlands
8. D. Freitag. 2004a. Toward unsupervised whole-corpus tagging. In Proceedings of COLING-04, pp. 357-363, Geneva, Switzerland
9. D. Freitag. 2004b. Trained named entity recognition using distributional clusters. In Proceedings of EMNLP 2004, pp. 262-269, Barcelona, Spain
10. A. M. Gliozzo, C. Giuliano and C. Strapparava. 2005. Domain Kernels for Word Sense Disambiguation. In Proceedings of ACL-05, pp. 403-410, Ann Arbor, Michigan, USA
11. J. Lafferty, A. K. McCallum, and F. Pereira. 2001. Conditional random fields: Probabilistic models for segmenting and labeling sequence data. In Proceedings of ICML-01, pages 282-289
12. R. Mihalcea, T. Chklovsky and A. Kilgarriff. 2004. The Senseval-3 English lexical sample task. In Proceedings of Senseval-3, Barcelona, Spain.
13. E. W. Noreen. 1989. Computer-Intensive Methods for testing Hypothesis. John Wiley & Sons, New York
14. C. Peters. 2006. Working notes for the CLEF 2006 Workshop. Alicante, Spain
15. U. Quasthoff, M. Richter and C. Biemann: Corpus Portal for Search in Monolingual Corpora. In Proceedings of LREC 2006, pp. 1799-1802, Genova, Italy
16. D. Roth and A. van den Bosch. Editors. 2002. Proceedings of the Sixth CoNNL Workshop, Taipei, Taiwan
17. H. Schütze. 1995. Distributional part-of-speech tagging. In Proceedings of EACL 7, pp. 141-148
18. W. Skut, B. Krenn, T. Brants and H. Uszkoreit. 1997. An Annotation Scheme for Free Word Order Languages. In Proceedings of the ANLP-97. Washington, DC, USA
19. E. F. Tjong Kim Sang and S. Buchholz. 2000. Introduction to the CoNLL-2000 Shared Task: Chunking. In Proceedings of CoNLL-2000 and LLL-2000, Lisbon, Portugal
20. A. Ushioda. 1996. Hierarchical clustering of words and applications to NLP tasks. In Proceedings of the Fourth Workshop on Very Large Corpora, pp. 28-41, Somerset, NJ, USA