Our approach employs a sophisticated Bayesian non-parametric prior, namely the hierarchical Pitman-Yor Process (Teh, 2006; to represent backoff from larger to smaller contexts.
we need only use very simple translation units -primarily single words, but can still describe complex multi-word units through correlations between their component translation decisions.