Optimizing What Matters: AUC-Driven Learning for Robust Neural Retrieval

Nima Sheikholeslami, Erfan Hosseini, Patrice Bechard +2

Dual-encoder retrievers depend on the principle that relevant documents should score higher than irrelevant ones for a given query. Yet the dominant Noise Contrastive Estimation (N…