cs.DL · 2026-08-10 · No. 80
Digital Libraries, 2026-08-10.
1 new papers in cs.DL. Titles, authors,
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01 — The papers
1 entries-
01
SCALE: Scientific Concept Aggregation via LLMs and Embeddings for Fine-Grained Taxonomy Extension
Daniele Raimondi, Feichi Lu, Oliver Grun, Mariia Eremina, Andrea Perlato
cs.DL · cs.AI
The increasing specialization of scientific research challenges existing classification systems, which provide effective representations of broad disciplines and research topics but often fail to capture the fine-grained conceptual structure of contemporary science. Author keywords offer greater specificity, but their fragmentation, redundancy, and terminological variability limit their use as stable units of knowledge organization. We...
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