Name Tagging with Word Clusters and Discriminative Training

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Knowledge Triples

Source Entity	Relationship	Target Entity
Annotated Training Set Material	requires	Data Requirement Metric
Discriminatively Trained Tagging Model Method	achieves	Error Reduction Metric
HMM Based Name Finder Method	comparesWith	Named Entity Tagging Task