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» Understanding the Yarowsky Algorithm
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ACL
1994
13 years 6 months ago
Decision Lists for Lexical Ambiguity Resolution: Application to Accent Restoration in Spanish and French
This paper presents a statistical decision procedure for lexical ambiguity resolution. The algorithm exploits both local syntactic patterns and more distant collocational evidence...
David Yarowsky
ASE
1998
104views more  ASE 1998»
13 years 5 months ago
Applying Plan Recognition Algorithms To Program Understanding
Alex Quilici, Qiang Yang, Steven Woods
NIPS
2001
13 years 6 months ago
PAC Generalization Bounds for Co-training
The rule-based bootstrapping introduced by Yarowsky, and its cotraining variant by Blum and Mitchell, have met with considerable empirical success. Earlier work on the theory of c...
Sanjoy Dasgupta, Michael L. Littman, David A. McAl...
ACL
2009
13 years 3 months ago
Modeling Latent Biographic Attributes in Conversational Genres
This paper presents and evaluates several original techniques for the latent classification of biographic attributes such as gender, age and native language, in diverse genres (co...
Nikesh Garera, David Yarowsky