Tracing Chemical Knowledge Over Centuries with #LLMs
Diego Alves, Sergei Bagdasarov & Badr M. Abdullah prompted models to generate structured metadata for 47k+ texts from the #RoyalSociety Corpus (1665–1996), enabling large-scale comparison of #Chemistry and #Biology over time.
They tracked how chemical substances migrated between disciplines revealing a "chemicalization" of biology in the 19th century and a long-term trend toward standardization. #OpenScience #DiachronicAnalysis #NLP