Unsupervised induction of natural language morphology inflection classes

Current Themes in Computational Phonology and Morphology: 7th Meeting of the ACL Special Interest Group in Computational Phonology, Held in cooperation with ACL 2004

Volumn , Issue , 2004, Pages 52-61

  Monson, Christian ^a   Lavie, Alon ^a   Carbonell, Jaime ^a   Levin, Lori ^a  

^a Carnegie Mellon University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; DEEP LEARNING; MORPHOLOGY;

FILTERING TECHNIQUE; LANGUAGE INDEPENDENTS; LANGUAGE MORPHOLOGY; LARGE DATA; NATURAL LANGUAGES; SEARCH TECHNIQUE; TRAINING CORPUS;

DATA STRUCTURES;

EID: 78751689178     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

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2. Andrew Carstairs-McCarthy. 1998. “Paradigmatic Structure: Inflectional Paradigms and Morphological Classes.” The Handbook of Morphology. Eds. Andrew Spencer and Arnold M. Zwicky. Blackwell Publishers Inc., Massachusetts, USA, 322-334.
3. Éric Gaussier. 1999. Unsupervised learning of derivational morphology from inflectional lexicons. In Proceedings of ACL’99 Workshop: Unsupervised Learning in Natural Language Processing.
4. John Goldsmith. 2001. Unsupervised learning of the morphology of a natural language. Computational Linguistics, 27(2): 153-198.
5. Margaret A. Hafer and Stephen F. Weiss. 1974. Word segmentation by letter successor varieties. Information Storage and Retrieval, 10:371-385.
6. Zellig Harris. 1955. From phoneme to morpheme. Language, 31:190-222. Reprinted in Harris 1970.
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10. Christian Monson. 2004. A Framework for Unsupervised Natural Language Morphology Induction. In Proceedings of the Student Workshop at ACL-04.
11. Katharina Probst, Lori Levin, Erik Peterson, Alon Lavie, and Jaime Carbonell. 2002. MT for Resource-Poor Languages using Elicitation-based Learning of Syntactic Transfer Rules. Machine Translation, Special Issue on Embedded MT, 17(4): 245-270.
12. Patrick Schone and Daniel Jurafsky. 2000. Knowledge-free Induction of Morphology Using Latent Semantic Analysis. In Proceedings of the Fourth Conference on Computational Natural Language Learning and of the Second Learning Language in Logic Workshop, 67-72.
13. Patrick Schone and Daniel Jurafsky. 2001. Knowledge-free Induction of Inflectional Morphologies. In Proceedings of the North American Chapter of the Association of Computational Linguistics. 183-191.
14. David Yarowsky, Grace Ngai, and Richard Wicentowski. 2001. Inducing multilingual text analysis tools via robust projection across aligned corpora. In Proceedings of the Human Language Technology Conference, 161-168.