Experimenting with a context similarity threshold as well as a minimum frequency criterion for identical words did not improve the results.
we use context-dependent cognates because calculat-ing cognates between all lemmata of specific parts of speech proved to be very noisy even on high cognate thresholds and it did not have a positive impact on this task.