Before revision:  When the same rare word occurs again in training, TNF employs the note information saved beforehand  to enhance the semantics of the current sentence.
After revision:  When the same rare word occurs again in training, TNF employs the note information saved beforehand can be employed to enhance the semantics of the current sentence.