textflint.generation_layer.transformation.SA.double_denial

Word Swap by swapping word to double denial forms

class textflint.generation_layer.transformation.SA.double_denial.DoubleDenial(**kwargs)[source]

Bases: textflint.generation_layer.transformation.transformation.Transformation

Transforms an input by replacing its words with double denial forms.

Example:

ori: The leading actor is good
trans: The leading actor is not bad
class textflint.generation_layer.transformation.SA.double_denial.Transformation(**kwargs)[source]

Bases: abc.ABC

An abstract class for transforming a sequence of text to produce a list of potential adversarial example.

processor = <textflint.common.preprocess.en_processor.EnProcessor object>
transform(sample, n=1, field='x', **kwargs)[source]

Transform data sample to a list of Sample.

Parameters

  • sample (Sample) – Data sample for augmentation.

  • n (int) – Max number of unique augmented output, default is 5.

  • field (str|list) – Indicate which fields to apply transformations.

  • **kwargs (dict) –

    other auxiliary params.

Returns

list of Sample

classmethod sample_num(x, num)[source]

Get ‘num’ samples from x.

Parameters

  • x (list) – list to sample

  • num (int) – sample number

Returns

max ‘num’ unique samples.