Compared with these studies, our work incorporates both document-level and corpus-level con-textual information with attention mechanisms, which is a more advanced and efficient way to capture meaningful additional features.
considering the limited contexts within each individual sequence, we design two attention mechanisms to further incorporate topically related contextual information on both the document-level and corpus-level.