3 papers
cs.DL2026
One in Eight OpenAlex Abstracts Has Integrity Issues
Seorin Kim, Vincent Holst, Vincent Ginis
Scientific abstracts are increasingly used as primary data in computational metascience research, yet the quality of these abstracts in widely used bibliographic databases has not…
cs.SI2026
Turning Citation Networks Inside Out: Studying Science Using Content-Based Knowledge Graphs from LLM-Derived Taxonomies
Seorin Kim, Vincent Holst, Vincent Ginis
Scientific fields are often mapped using citations and metadata, despite knowledge being transmitted primarily through content. We introduce an 'inside-out' approach that reconstru…
cs.CV2025
Early evidence of how LLMs outperform traditional systems on OCR/HTR tasks for historical records
Seorin Kim, Julien Baudru, Wouter Ryckbosch +2
We explore the ability of two LLMs -- GPT-4o and Claude Sonnet 3.5 -- to transcribe historical handwritten documents in a tabular format and compare their performance to traditiona…