Before revision:  Secondly, we propose the hierarchical memory extractor (HME), which utilizes the gating mechanism to share the semantics from correlative instances between data-rich and data-poor classes.
After revision:  Secondly, we propose the hierarchical relational searching module to share the semantics from correlative instances between data-rich and data-poor classes.