sentence1: we developed a word-sense induction ( wsi ) system based on topic modelling , specifically a hierarchical dirichlet process .
sentence2: we adopt a previously-proposed wsi methodology for the task , which is based on a hierarchical dirichlet process ( hdp ) , a non-parametric topic model .