Eliot: Interactively $\underline{E}$xploring Fast-Changing Scientific $\underline{Li}$terature Trends with $\underline{O}$nline Da$\underline{t}$a and Learning
A new system called Eliot has been developed to help researchers navigate the rapidly expanding volume of scientific literature. Eliot interactively explores trends by retrieving arXiv papers in real-time, clustering them into themes, assigning keywords, and visualizing publication year distributions. This system aims to provide auditable overviews of fast-evolving technical fields, complementing existing search and generation tools by allowing researchers to inspect and refine the evidence behind literature trends. AI
IMPACT Provides researchers with a novel tool for auditable overviews of rapidly changing technical fields, complementing existing search and generation tools.