We found, for example, 29,186/781,265 (3.74%) predictions of TextCNN have inconsistent on RCV1.
hiLAP ensures 0% label inconsistency without the need of post-processing, because its predictions are always valid sub-trees of the label hierarchy (refer to Fig.