CA-HNM: Constraint-Aware Hard Negative Mining for Dense Retrieval with Structured Domain Models.

arXiv:2610.35045v1 Announce Type: cross Abstract: Dense retrievers are commonly trained with hard negatives selected from lexical or dense retrieval results. Retrieval proximity, however, does not indicate whether a candidate conflicts with explicit domain str