Max threshold and entropy threshold are designed to identify the "ambiguous" relation mentions (i.e., predicted with a low confidence) and label them as the NONE type Liu et al., 2017).
referring to the original predictions as r * = arg max r i p(y = r i |h), we formally introduce these two threshold techniques: • Max Threshold introduces an additional hyperparameter T m , and adjusts the prediction as : Otherwise .