Automatic information extraction apparatus for extracting data for review by a human curator from digital representations of documents comprising natural language text, the automatic information extraction apparatus having a plurality of selectable operating modes in which the automatic information extraction apparatus is operable to extract different data for review by a human curator. In the different operating modes, the information extraction apparatus may extract data with a different balance between recall and precision.