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Metric: seqeval πŸ“‰
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How to load this metric directly with the πŸ€—/datasets library:

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from datasets import load_metric metric = load_metric("seqeval")


seqeval is a Python framework for sequence labeling evaluation. seqeval can evaluate the performance of chunking tasks such as named-entity recognition, part-of-speech tagging, semantic role labeling and so on. This is well-tested by using the Perl script conlleval, which can be used for measuring the performance of a system that has processed the CoNLL-2000 shared task data. seqeval supports following formats: IOB1 IOB2 IOE1 IOE2 IOBES See the [] file at for more information.