A paper's semantic neighborhood density, measured from text embeddings, modestly improves citation prediction in a sample of 53,000 papers, but the result is fragile due to methodological choices.
Citation-Similarity Relationships in Astrophysics Literature
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.DL 1years
2025 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
Density, asymmetry and citation dynamics in scientific literature
A paper's semantic neighborhood density, measured from text embeddings, modestly improves citation prediction in a sample of 53,000 papers, but the result is fragile due to methodological choices.