Before revision:  However, it is a challenging task because it requires the understanding of event and entity coreference, and capturing arguments that span across different sentences.
After revision:  However, document-level event extraction is a challenging task because it requires the understanding of event and entity coreference, and capturing arguments that span across different sentences.