Assessing Robustness of Text Classification through Maximal Safe Radius Computation

Emanuele La Malfa, Min Wu, Luca Laurenti +3

Neural network NLP models are vulnerable to small modifications of the input that maintain the original meaning but result in a different prediction. In this paper, we focus on rob…