A corrected CoNLL03 NER test set and a cross-validation-based reweighting method, CrossWeigh, that improves NER accuracy by down-weighting likely mislabeled training sentences.
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CrossWeigh: Training Named Entity Tagger from Imperfect Annotations
A corrected CoNLL03 NER test set and a cross-validation-based reweighting method, CrossWeigh, that improves NER accuracy by down-weighting likely mislabeled training sentences.