Break it, Imitate it, Fix it: Robustness by Generating Human-Like Attacks

Aradhana Sinha, Ananth Balashankar, Ahmad Beirami +3

Real-world natural language processing systems need to be robust to human adversaries. Collecting examples of human adversaries for training is an effective but expensive solution.…