THE MENTOR automatically generates multiple-choice tests from a given text. This
tool aims at supporting the dialogue system of the FalaComigo project, as one of
FalaComigo's goals is the interaction with tourists through questions/answers and
quizzes about their visit. In a minimally supervised learning process and by leveraging
the redundancy and linguistic variability of the Web, THE MENTOR learns lexico-syntactic
patterns using a set of question/answer seeds. Afterward, these patterns are used to
match the sentences from which new questions (and answers) can be generated. Finally,
several ï¬lters are applied in order to discard low quality items. In this paper we
detail the question generation task as performed by T- Mand evaluate its
performance.