SC-Taxo: Hierarchical Taxonomy Generation under Semantic Consistency Constraints using Large Language Models

ArXi:2605.00620v1 Announce Type: new Scientific literature is expanding at an unprecedented pace, making it increasingly challenging to efficiently organize and access domain knowledge. A high-quality scientific taxonomy offers a structured and hierarchical representation of a research field, facilitating literature exploration and topic navigation, as well as enabling downstream applications such as trend analysis, idea generation, and information retrieval.