2026
BiCA: Effective Biomedical Dense Retrieval with Citation-Aware Hard Negatives
AAAI 2026technical
Hard negatives are essential for training effective retrieval models. Hard-negative mining typically relies on ranking documents using cross-encoders or static embedding models based on similarity metrics such as cosine distance. Hard negative mining becomes challenging for biomedical and scientific