schema-discovery

Introduces Generative Ontology Induction (GOI), a domain-agnostic framework that uses LLMs to induce structured ontologies from document corpora, achieving high coverage across diverse domains.

This paper presents a system that automatically discovers an executable schema from raw multi-source data and uses it for knowledge graph construction and query-time retrieval, improving over baselines on QA benchmarks.