Before revision: Pairwise learning focuses on learning tasks with pairwise loss functions, which depend on pairs of training instances, and naturally fits for modeling relationships between pairs of samples.
After revision: Pairwise learning focuses on learning tasks with pairwise loss functions, depends on pairs of training instances, and naturally fits for modeling relationships between pairs of samples.