Cost-sensitive structured perceptron incorporating category hierarchy for named entity recognition

Named Entity Recognition (NER) is a fundamental natural language processing task for the identification and classification of expressions into predefined categories, such as person and organization.Existing NER systems usually target about 10 categories and do not incorporate analysis of category re...

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Bibliographic Details
Main Authors: Higashiyama, Shohei, Mathieu, Blondel, Seki, Kazuhiro, Uehara, Kuniaki
Format: Article
Published: Universiti Utara Malaysia Press 2015
Subjects: