Source code for sentarget.datasets.norecfine
"""
The ``NoReCfine`` class defines the latest datasets used for targeted sentiment analysis.
.. code-block:: python
# First, download the training / dev / test data
train_data, dev_data, test_data = NoReCfine.splits(train_data="path_to_train",
dev_data="path_to_eval",
test_data="path_to_test")
"""
from torchtext.datasets import SequenceTaggingDataset
[docs]class NoReCfine(SequenceTaggingDataset):
r"""This class defines the ``NoReCfine`` datasets,
used on the paper *A Fine-grained Sentiment Dataset for Norwegian.*
"""
@classmethod
def splits(cls, fields, train_data="data/train.conll", dev_data="data/dev.conll", test_data="data/test.conll"):
return NoReCfine(train_data, fields), NoReCfine(dev_data, fields), NoReCfine(test_data, fields)
