Our PCLSA model assumes the availability of bi-lingual dictionaries for at least some language pairs, which are generally available for major language pairs.
for text data in languages L 1 , ..., L s , if we represent each language as a node in a graph and connect those language pairs for which we have a bilingual dictionary, the minimum requirement is that the whole graph is connected.