Single Word Change is All You Need: Using LLMs to Create Synthetic Training Examples for Text Classifiers

Lei Xu, Sarah Alnegheimish, Laure Berti-Equille +2

In text classification, creating an adversarial example means subtly perturbing a few words in a sentence without changing its meaning, causing it to be misclassified by a classifi…