CiteSure: retrieval-augmented large language models for faithful biomedical citation recommendation.

Our results demonstrate that CiteSure, built on a 2-stage retrieval-augmented generation framework, effectively integrates domain-specific retrieval with large language models-based generation to achieve substantial improvements over baseline approaches.

Our work underscores the importance of domain-specific adaptation in biomedical citation recommendation and provides publicly available datasets, models, and code for support future research.