Transfer methods We compare against two variants of our method: 1) TRANS, an attentionbased classifier that does not use human rationales from the target task; 2) RA-TRANS, an attentionbased classifier that directly uses human rationales to supervise the attention.
tRANS only optimizes the cross-entropy loss L t lbl in the objective (Eq.