This release contains the multilingual datasets of SemEval 2013 task 12 and SemEval 2015 task 13 with gold answers converted to BabelNet 4.0. It also includes the code to create the inventory of senses in each of the four languages (French, German, Italian and Spanish) from BabelNet which should be used to ensure a fair comparison when testing on these datasets.