Benchmarking Popular Classification Models' Robustness to Random and Targeted Corruptions

Utkarsh Desai, Srikanth Tamilselvam, Jassimran Kaur +2

Text classification models, especially neural networks based models, have reached very high accuracy on many popular benchmark datasets. Yet, such models when deployed in real worl…