@inproceedings{balachandran-etal-2021-simple, title = "Simple and Efficient ways to Improve {REALM}", author = "Balachandran, Vidhisha and Vaswani, Ashish and Tsvetkov, Yulia and Parmar, Niki", editor = "Fisch, Adam and Talmor, Alon and Chen, Danqi and Choi, Eunsol and Seo, Minjoon and Lewis, Patrick and Jia, Robin and Min, Sewon", booktitle = "Proceedings of the 3rd Workshop on Machine Reading for Question Answering", month = nov, year = "2021", address = "Punta Cana, Dominican Republic", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2021.mrqa-1.16/", doi = "10.18653/v1/2021.mrqa-1.16", pages = "158--164" }