We utilize BERT BASE (Devlin et al., 2019) in all of the BERT fine-tuning baselines and our GEAR framework.
we also feed the claim into BERT alone to obtain the claim presentation c. Note that we concatenate the evidence and the claim to extract the evidence representation because the evidence nodes in the reasoning graph need the information from the claim to guide the message passing process among them.