Surprising Effectiveness of Self-Demonstrations in Enhancing Schema-Ontology Mapping with LLMs
This paper presents a self-demonstration-driven approach that combines a neuro-symbolic task decomposition with a novel mechanism for automatically generating pattern-guided, dependency-aware demonstrations to address the integration challenge of heterogeneous relational databases into a centralized ontology.
Siddhesh Thombre, Manasi S. Patwardhan, Sunita Sarawagi
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