In this section we evaluate the effectiveness of our proposed model and TACRED on improving slot filling systems.
we run two sets of experiments: (1) we evaluate model performance on the relation extraction task using TACRED, and (2) we evaluate model performance on the TAC KBP 2015 cold start slot filling task, by training the models on TACRED.