Inductive Logic Programming (ILP) is a field of research in which logic programs are synthesized (learned) from examples. There is a need for a variety of large datasets to evaluate ILP learners. The paper describes an example generator program GENEX that provides the user with a language in which to describe large sets of structured examples. GENEX is available on the WWW. Copyright © 2001 John Wiley & Sons, Ltd.