Recently, (Xin et al., 2018b) proposed utilizing a pretrained language model measures the compatibility between context and type names, and use it to repel the interference of noisy labels.
the compatibility got by language model may not be right and type information is defined by corpus and annotation guidelines rather than type names as is mentioned in (Azad et al., 2018).