Verb Physics: Relative Physical Knowledge of Actions and Objects

Maxwell Forbes, Yejin Choi

Learning commonsense knowledge from natural language text is nontrivial due to reporting bias: people rarely state the obvious, e.g., "My house is bigger than me." However, while r…