The EU H2020 projects ALIGNED (http://aligned-project.eu/) and MOVING (http://moving-project.eu/) have established a joined collaboration on the exchange of knowledge and datasets for text and data mining. Goal is to gain improved representation models and understanding of textual content used in the two projects. The consortium partner Wolters Kluwer Germany of ALIGNED brings in its strong expertise in information services and knowledge about the representation and processing of datasets in the legal, business and tax sectors domains. In MOVING, the Knowledge Discovery group of the consortium partner ZBW — Leibniz-Information Centre for Economics is involved. The group develops in MOVING advanced tools and methods for the processing and improved understanding of textual data.