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One of the particular characteristics of text classification tasks is that they present large class imbalances. Such a problem can easily be tackled using re- sampling methods. However, although these …...

AbstractAs a fundamental task in natural language processing, named entity recognition (NER) aims to locate and classify named entities in unstructured text. However, named entities are always the minority among …...