Augmenting NLP data to counter Annotation Artifacts for NLI Tasks

Armaan Singh Bhullar

In this paper, we explore Annotation Artifacts - the phenomena wherein large pre-trained NLP models achieve high performance on benchmark datasets but do not actually "solve" the u…