The pivot-based translation is suitable for the scenario that there exists large amount of source-pivot and pivot-target bilingual corpora and only a little source-target bilingual data.
we randomly select 10K, 50K, 100K, 200K, 500K, 1M, 1.5M sentence pairs from the source-target bilingual corpora to simulate the lack of sourcetarget data.