mlsanityData to 14 Oct 2026

Originality in scientific titles and abstracts can predict citation count

arXiv 2502.01417 ↗First posted 3 Feb 2025cs.DL cs.CLcited by 0

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Abstract (arXiv)

In this research-in-progress paper, we apply a computational measure correlating with originality from creativity science: Divergent Semantic Integration (DSI), to a selection of 99,557 scientific abstracts and titles selected from the Web of Science. We observe statistically significant differences in DSI between subject and field of research, and a slight rise in DSI over time. We model the base 10 logarithm of the citation count after 5 years with DSI and find a statistically significant positive correlation in all fields of research with an adjusted R2 of 0.13.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). First posted on arXiv 3 Feb 2025.

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