Overview of results of the MUC-6 evaluation
MUC6 '95 Proceedings of the 6th conference on Message understanding
Introduction to the bio-entity recognition task at JNLPBA
JNLPBA '04 Proceedings of the International Joint Workshop on Natural Language Processing in Biomedicine and its Applications
EKAW'10 Proceedings of the 17th international conference on Knowledge engineering and management by the masses
Proposal for an extension of traditional named entities: from guidelines to evaluation, an overview
LAW V '11 Proceedings of the 5th Linguistic Annotation Workshop
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Today, the named entity recognition task is considered as fundamental, but it involves some specific difficulties in terms of annotation. Those issues led us to ask the fundamental question of what the annotators should annotate and, even more important, for which purpose. We thus identify the applications using named entity recognition and, according to the real needs of those applications, we propose to semantically define the elements to annotate. Finally, we put forward a number of methodological recommendations to ensure a coherent and reliable annotation scheme.