SocraticKG: Knowledge Graph Construction via QA-Driven Fact Extraction
arXiv:2601.10003v2 Announce Type: replace
Abstract: Constructing Knowledge Graphs (KGs) from unstructured text provides a structured framework for knowledge representation and reasoning, yet current LLM-based approaches struggle with a fundamental tra…