Contrastive Estimation: Training Log-Linear Models on Unlabeled Data

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Knowledge Triples

Source Entity	Relationship	Target Entity
Conditional Random Fields Method	appliesTo	Named Entity Extraction Task
Conditional Random Fields Method	appliesTo	Shallow Parsing Method
Contrastive Estimation Method	appliesTo	POS Tagging Task