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Diène holds a law degree from the University of Caen (France), a doctorate in public law from the University of Paris, a diploma in political science from the Institut d'Études Politiques in Paris, and an Honorary Degree of Doctor of Laws degree from the University of the West Indies (Cave Hill, Barbados)