The seed distributions are propagated over a graph representing relations among words, and translation pairs are extracted by identifying word pairs with a high similarity in the seed distributions.
to obtain co-occurrence relations with all the seeds, including indirect relations, we focus on a graph-based label propagation (LP) technique (Zhu and Ghahramani, 2002).