@inproceedings{holtzman-etal-2021-surface, title = "Surface Form Competition: Why the Highest Probability Answer Isn`t Always Right", author = "Holtzman, Ari and West, Peter and Shwartz, Vered and Choi, Yejin and Zettlemoyer, Luke", editor = "Moens, Marie-Francine and Huang, Xuanjing and Specia, Lucia and Yih, Scott Wen-tau", booktitle = "Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2021", address = "Online and Punta Cana, Dominican Republic", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/jlcl-multiple-ingestion/2021.emnlp-main.564/", doi = "10.18653/v1/2021.emnlp-main.564", pages = "7038--7051" }