Multilingual Word Sense Disambiguation dataset annotated with BabelNet:
A. Moro, R. Navigli. SemEval-2015 Task 13: Multilingual All-Words Sense Disambiguation and Entity Linking. Proc. of the 9th International Workshop on Semantic Evaluation (SemEval), in the the 2015 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2015), Denver, Colorado, June 4-5th, 2015, pp. 288-297.
R. Navigli, D. A. Jurgens, D. Vannella. SemEval-2013 Task 12: Multilingual Word Sense Disambiguation. Proc. of 7th International Workshop on Semantic Evaluation (SemEval), in the Second Joint Conference on Lexical and Computational Semantics (*SEM 2013), Atlanta, USA, June 14-15th, 2013, pp. 222-231.
Using BabelNet for the creation of semantic predicates:
T. Flati and R. Navigli. SPred: Large-scale Harvesting of Semantic Predicates. Proc. of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2012), Sofia, Bulgaria, August 4-9, 2013, pp. 1222-1232.
BabelNet API for multilingual Word Sense Disambiguation: