| UT (Universal Transformation) |
AppendIrr |
Extend sentences by irrelevant sentences |
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BackTrans |
BackTrans (Trans short for translation) replaces test data with paraphrases by leveraging back translation, which is able to figure out whether or not the target models merely capture the literal features instead of semantic meaning. |
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Contraction |
Contraction replaces phrases like `will not` and `he has` with contracted forms, namely, `won’t` and `he’s` |
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InsertAdv |
Transforms an input by add adverb word before verb |
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Keyboard |
Keyboard turn to the way how people type words and change tokens into mistaken ones with errors caused by the use of keyboard, like `word → worf` and `ambiguous → amviguius`. |
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MLMSuggestion |
MLMSuggestion (MLM short for masked language model) generates new sentences where one
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