Review for NeurIPS paper: Self-Supervised Relationship Probing

Neural Information Processing Systems 

Relation to Prior Work: Yes, it mostly covers all of the literature. It might make sense to update the reference to include latest content. Some of the papers I mentioned and some of the latest content: 1. Agrawal, H., Desai, K., Wang, Y., Chen, X., Jain, R., Johnson, M., ... & Anderson, P. (2019). Are we pretraining it right? Towards vqa models that can read. Oscar: Object-semantics aligned pre-training for vision-language tasks.