Smith and Eisner 2005:Contrastive Estimation: Training Log-Linear Models on Unlabeled Data

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Smith, Noah A. and Jason Eisner (2005). Contrastive estimation: Training log-linear models on unlabeled data. Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL), pages 354-362, Ann Arbor, Michigan, June.

Online version

Smith and Eisner 2005


This is a crucial paper that presents an unsupervised estimation method to Part of Speech Tagging.

Brief description of the method

Experimental Result

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