A two-stage hybrid intelligence framework for subject indexing via semantic embedding and LLM collaborative optimization
Journal of Information Science
Published online on July 16, 2026
Abstract
Journal of Information Science, Ahead of Print.
Approaches to subject indexing need to consider a trade-off between operational efficiency and the maintenance of indexing quality. Given that existing automated approaches struggle with domain adaptability, this study proposes the recall–rank–rerank (R3) ...
Approaches to subject indexing need to consider a trade-off between operational efficiency and the maintenance of indexing quality. Given that existing automated approaches struggle with domain adaptability, this study proposes the recall–rank–rerank (R3) ...