Pervious work mostly focus on using clustering to induce word senses (each cluster refers to one of the senses) and then learn the word sense representations respectively (Reisinger and Mooney, 2010;Huang et al., 2012;Tian et al., 2014;Neelakantan et al., 2014;Li and Jurafsky, 2015).
the above approaches ignore the relatedness among the word senses.