def get_dataset(self, segment='train'):
"""Get the corresponding dataset for SST
Parameters
----------
segment : str, default 'train'
Dataset segments. Options are 'train', 'dev', 'test'.
"""
return GlueSST2(segment=segment)
def get_dataset(self, segment='train'):
"""Get the corresponding dataset for SST
Parameters
----------
segment : str, default 'train'
Dataset segments. Options are 'train', 'dev', 'test'.
"""
dataset = GlueSST2(segment=segment)
sampler, _ = get_split_samplers(dataset, split_ratio=0.2)
return SampledDataset(dataset, sampler)
def get_dataset(self, segment='train',
root=os.path.join(os.getenv('GLUE_DIR', 'glue_data'), 'SST')):
"""Get the corresponding dataset for SST
Parameters
----------
segment : str, default 'train'
Dataset segments. Options are 'train', 'dev', 'test'.
root : str, default $GLUE_DIR/SST
Path to the folder which stores the dataset.
"""
return GlueSST2(segment=segment, root=root)
