is the trans- lation function, bidirectional analogical deduction also requires to repeat this operation with all target translations corresponding to the source bigrams in the opposite direction.
satisfies following equation: We define "bidirectional reconstructible" as when input an unseen bigram and finally it outputs the solution as y.