CHOOSING A DISTANCE METRIC FOR AUTOMATIC WORD CATEGORIZATION

Proceedings of the Joint Conference on New Methods in Language Processing and Computational Natural Language Learning, NeMLaP/CoNLL 1998

Volumn , Issue , 1998, Pages 111-120

  Korkmaz, Emin Erkan ^a   Ücoluk, Göktürk ^a  

^a MIDDLE EAST TECHNICAL UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATION THEORY; LINGUISTICS;

BIGRAMS; BOTTOM UP; DEGREE OF MEMBERSHIP; DISTANCE METRICS; EMPIRICAL COMPARISON; FUZZY THEORY; PAPER ANALYSIS; UNSUPERVISED ALGORITHMS;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 49449089459     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. Brown P.F., V.J. Della Pietra, P.V. deSouza, J.C. Lai, and R.L. Mercer. Class-based n-gram models of natural language. Computational Linguistics, 18(4):467-477,1992
2. de Marcken, Carl G. Unsupervised Language Acqtiisition. PhD Thesis, Department of Electrical Engineering and Computer Science, Massachusetta Institute of Technology, 1996.
3. Finch, S. Finding Structure in language. PhD Thesis. Centre for Cognitive Science, University of Edinburgh, 1993.
4. Finch, S. and N. Chater, Automatic methods for finding linguistic categories. In Igor Alexander and John Taylor, editors. Artificial Neural Networks, volume 2. Elsevier Science Publishers, 1992.
5. Gath, I and A.B. Geva Unsupervised Optimal Fuzzy Clustering. IEEE Transactions on pattern analysis and machine intelligence, Vol. 11, No. 7, July 1989.
6. Knight, Kevin, Ishwar Chander, Haines Matthew, Hatzivassiloglou Vasieios, Hovy Eduard, fida Masayo, Luk Steve, Okumura Akitoshi, Whitney Richard, Yamada Kenji. Intagrating Knowledge Bases and Statistics in MT. Proceedings of the 1st AMTA Conference. Columbia, MD. 1994.
7. Korkmaz, E. E. and G. Ücoluk A Method For Improving Automatic Word Categorization. Proceedings of the Workshop on Computational Natural Language Learning. (Conll97). Madrid, Spain, pp. 43-49, 1997.
8. Lankhorst, M.M. A Genetic Algorithm for Automatic Word Categorization. In: E. Backer (ed.). Proceedings of Computing Science in the Netherlands CSN'94, SIGN, 1994, pp. 171-182.
9. McMahon, John G. and Francis J. Smith. Improving Statistical Language Model Performance with Automatically Generated Word Hierarchies. Computational Linguistics, 22(2):217-247,1996.
10. Wilms, G. J. Automated Induction of a Lexical Sub-language Grammar Using a Hybrid System of Corpus and Knowledge-Based Techniques. Mississippi State University. PhD Thesis, 1995.
11. Zipf, G.K. The psycho-biology of Language. Boston: Houghton Mifflin. 1935