Surface Form Competition: Why the Highest Probability Answer Isn't Always Right

• https://arxiv.org/abs/2104.08315
• Ari Holtzman, Peter West, Vered Shwartz, Yejin Choi, Luke Zettlemoyer

A good example of Bayesian inference vs. Maximum likelihood estimation.