26.08.2024
Leveraging Language Models for Generating Ontologies of Research Topics (.pdf)
« The current generation of artificial intelligence technologies, such as smart search engines, recommendation systems, tools for systematic reviews, and question-answering applications, plays a crucial role in helping researchers manage and interpret scientific literature. Taxonomies and ontologies of research topics are a fundamental part of this environment as they allow intelligent systems and scientists to navigate the ever-growing number of research papers. However, creating these classifications manually is an expensive and time-consuming process, often resulting in outdated and coarse-grained representations.
Consequently, researchers have been focusing on developing automated or semi-automated methods to create taxonomies of research topics. (…) »
