Understanding the Yarowsky algorithm

Computational Linguistics

Volumn 30, Issue 3, 2004, Pages 365-396

  Abney, Steven ^a,b  

^a UNIVERSITY OF MICHIGAN   (United States)

^b 4080 Frieze Bldg ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BOOTSTRAPPING ALGORITHM; OBJECTIVE FUNCTIONS; ORIGINAL ALGORITHMS;

SEMI-SUPERVISED LEARNING;

EID: 18744410770     PISSN: 08912017     EISSN: None     Source Type: Journal    
DOI: 10.1162/0891201041850876     Document Type: Article

References (5)

1. Abney, Steven. 2002. Bootstrapping. In Proceedings of 40th Annual Meeting of the Association for Computational Linguistics (ACL), Philadelphia, pages 360-367.
2. Blum, Avrim and Tom Mitchell. 1998. Combining labeled and unlabeled data with co-training. In Proceedings of the 11th Annual Conference on Computational Learning Theory (COLT), pages 92-100. Morgan Kaufmann, San Francisco.
3. Collins, Michael and Yoram Singer. 1999. Unsupervised models for named entity classification. In Proceedings of Empirical Methods in Natural Language Processing (EMNLP), College Park, MD, pages 100-110.
4. Dasgupta, Sanjoy, Michael Littman, and David McAllester. 2001. PAC generalization bounds for co-training. In Proceedings of Advances in Neural Information Processing Systems 14 (NIPS), Vancouver, British Columbia, Canada.
5. Yarowsky, David. 1995. Unsupervised word sense disambiguation rivaling supervised methods. In Proceedings of the 33rd Annual Meeting of the Association for Computational Linguistics, Cambridge, MA, pages 189-196.