Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions
Table 5: AUC values of previous work and our models, where ATT_BL+DSGAN and ATT_BL+RL are two models proposed in Qin et al. (2018a) and Qin et al. (2018b) respectively, † indicates the baseline result reported in Qin et al. (2018a, b) and ‡ indicates the baseline result given by our implementation.
['[BOLD] model', '[BOLD] CNN', '[BOLD] PCNN']
We can see that introducing the proposed ATT_RA and BAG_ATT methods to baseline models achieved larger improvement than using the methods proposed in Qin et al.