Hence, our training set contains is a target sentence of M tokens, and y i is the label representing the translation relationship between s S i and s T i , so that The advantage of negative sampling is its simplicity.
relying only on randomness to select negative sentence pairs makes most of the examples very non-parallel and easy to classify.