Bilingual Content Agreement Intuitively, the translated source contents should be semantically equivalent to the translated target contents, and so do untranslated contents.
a natural idea is to encourage the source PAST contents, modeled by the PAST capsule to be close to the target PAST representation at each decoding step, and the same for the FUTURE.