Adriano Ferraresi,* Silvia Bernardini,* Giovanni Picci,** Marco Baroni*** * University of Bologna, Italy ** Larousse dictionnaires bilingues, Paris, France *** University of Trento, Italy 1. Introduction This paper describes two very large (> 1 billion words) Web-derived “reference” corpora of