Enhancing the Ranking Context of Dense Retrieval Methods through Reciprocal Nearest Neighbors

George Zerveas, Navid Rekabsaz, Carsten Eickhoff

Sparse annotation poses persistent challenges to training dense retrieval models; for example, it distorts the training signal when unlabeled relevant documents are used spuriously…