Revisiting Recommendation Loss Functions through Contrastive Learning (Technical Report)

Dong Li, Ruoming Jin, Bin Ren

Inspired by the success of contrastive learning, we systematically examine recommendation losses, including listwise (softmax), pairwise (BPR), and pointwise (MSE and CCL) losses.…