The Overlooked Role of Graded Relevance Thresholds in Multilingual Dense Retrieval

Tomer Wullach, Ori Shapira, Amir DN Cohen

Dense retrieval models are typically fine-tuned with contrastive learning objectives that require binary relevance judgments, even though relevance is inherently graded. We analyze…