In this paper, Dr. Jonathan Dodge covers the best paper award winner from ACL 2020, Beyond Accuracy: Behavioral Testing of NLP Models with CheckList, by Ribeiro et al. This paper is quite an interesting one, offering a short list of sanity checks that NLP models should pass, such as a positive sentiment statement should flip if we insert a negation in the right place.
Presentation Link: https://psu.mediaspace.kaltura.com/media/Group+Meeting/1_8s216n7m