Domain Adaptation for Named Entity Recognition Using CRFs

Tian Tian
Tian Tian
Pedro Miguel Dias Cardoso
Pedro Miguel Dias Cardoso

LREC 2016 - TENTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, pp. 561-565, 2016.

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Abstract:

In this paper we explain how we created a labelled corpus in English for a Named Entity Recognition (NER) task from multi-source and multi-domain data, for an industrial partner. We explain the specificities of this corpus with examples and describe some baseline experiments. We present some results of domain adaptation on this corpus usi...More

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