Given the necessity of applying EE on the financial domain, the specific characteristics of financial documents as well as those within many other business fields, however, raise two critical challenges to EE, particularly arguments-scattering and multi-event.
the first challenge indicates that arguments of one event record may scatter across multiple sentences of the document, while the other one reflects that a document is likely to contain multiple such event records.