In the pairwise approach, the learning task is framed as the classification of candidate pairs into two categories: correctly ordered and incorrectly ordered.
specifically, for candidate translation pair e(i, j) and e(i, j ), we want: We can re-express this condition: optimization reduces to a classic binary classification problem.