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AutoNLP Dataset for project: prodigy-10

Table of content

Dataset Descritpion

This dataset has been automatically processed by AutoNLP for project prodigy-10.

Languages

The BCP-47 code for the dataset's language is en.

Dataset Structure

Data Instances

A sample from this dataset looks as follows:

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    ]
  }
]

Dataset Fields

The dataset has the following fields (also called "features"):

{
  "tags": "Sequence(feature=ClassLabel(num_classes=9, names=['B-LOCATION', 'B-ORG', 'B-PERSON', 'B-PRODUCT', 'I-LOCATION', 'I-ORG', 'I-PERSON', 'I-PRODUCT', 'O'], names_file=None, id=None), length=-1, id=None)",
  "tokens": "Sequence(feature=Value(dtype='string', id=None), length=-1, id=None)"
}

Dataset Splits

This dataset is split into a train and validation split. The split sizes are as follow:

Split name Num samples
train 186
valid 58

Models trained or fine-tuned on abhishek/autonlp-data-prodigy-10