At any time through an Approval workflow, it is possible for Administrators and Contributors to Cancel (terminate) an in-progress Approval  by selecting Approval Request from the drop-down menu next to the Title of the document and clicking on Cancel Request. 

The status of the Document will move from In-Progress  to Cancelled and will remain under the Draft Tab: