Preprint
Aug 2026
GRAFT: Graph-Distilled Generative Retrieval for Facet-Aware Scientific Literature Exploration
Scientific papers may relate by problem, method, result, or contribution, but document-level retrievers collapse these into a single similarity score without saying why they are related. Citation- and similarity-based retrieval alone also confines search to the neighbourhood of what is already known, whereas generative...
Italo Luis da Silva, Hanqi Yan, Yujing Wang et al.
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