Syntactic Data Augmentation Increases Robustness to Inference Heuristics

Junghyun Min, R. Thomas McCoy, Dipanjan Das +2

Pretrained neural models such as BERT, when fine-tuned to perform natural language inference (NLI), often show high accuracy on standard datasets, but display a surprising lack of…