There is a rich body of work on sense embedding, which allows one surface form of a word to have sense-specific vectors (Neelakantan et al., 2014;Iacobacci et al., 2015).
to the best of our knowledge, previous studies in this field do not target sense vectors of concepts for cross-lingual knowledge projection.