In this demo we will present GATE, an architecture and framework for language engineering, and ANNIE, an information extraction system developed within it. We will demonstrate how ANNIE has been adapted to perform NE recognition in different languages, including Indic and Slavonic languages as well as Western European ones, and how the resources can be reused for new applications and languages.