A retrieval-augmented SLM uses FCA to verify implications in growing formal contexts, reporting relation F1 0.29-0.52 and implication F1 0.22-0.30 on a rare ataxia ontology task.
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Verifiable Knowledge Expansion through Retrieval-Grounded Formal Concept Analysis
A retrieval-augmented SLM uses FCA to verify implications in growing formal contexts, reporting relation F1 0.29-0.52 and implication F1 0.22-0.30 on a rare ataxia ontology task.