Unsupervised part-of-speech tagging employing efficient graph clustering

COLING/ACL 2006 - 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Student Research Workshop

Volumn , Issue , 2006, Pages 7-12

  Biemann, Chris ^a  

^a UNIVERSITY OF LEIPZIG   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

INDUSTRIAL PLANTS; NATURAL LANGUAGE PROCESSING SYSTEMS;

'CURRENT; CLUSTERING METHODS; GRAPH CLUSTERING; HIGH-FREQUENCY WORDS; LOG-LIKELIHOOD STATISTICS; PART OF SPEECH TAGGING; PARTS-OF-SPEECH TAGGING; STATE-OF-THE-ART APPROACH; TAGGING SYSTEMS; WORD GRAPHS;

COMPUTATIONAL LINGUISTICS;

EID: 85037530680     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

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2. th National Conference on AI, pp. 784-789, Menlo Park
3. A. Clark. 2003. Combining Distributional and Morphological Information for Part of Speech Induction, Proceedings of EACL-03
4. T. Dunning. 1993. Accurate Methods for the Statistics of Surprise and Coincidence, Computational Linguistics 19(1), pp. 61-74
5. S. Finch and N. Chater. 1992. Bootstrapping Syntactic Categories Using Statistical Methods. In Proc. 1st SHOE Workshop. Tilburg, The Netherlands
6. D. Freitag. 2004. Toward unsupervised whole-corpus tagging. Proc. of COLING-04, Geneva, 357-363.
7. H. Schmid. 1994. Probabilistic Part-of-Speech Tagging Using Decision Trees. In: Proceedings of the International Conference on New Methods in Language Processing, Manchester, UK, pp. 44-49
8. H. Schütze. 1995. Distributional part-of-speech tagging. In EACL 7, pages 141-148
9. S. van Dongen. 2000. A cluster algorithm for graphs. Technical Report INS-R0010, National Research Institute for Mathematics and Computer Science in the Netherlands, Amsterdam.
10. F. Witschel, and C. Biemann. 2005. Rigorous dimensionality reduction through linguistically motivated feature selection for text categorisation. Proc. of NODALIDA 2005, Joensuu, Finland