On CLUTRR, adding RGCN-generated kinship hints improves small models by 1.1-1.7x over story-only baselines, but noisy self-extracted facts cap gains and sometimes hurt.
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Enhancing Small Language Models Reasoning through Knowledge Graph Grounding
On CLUTRR, adding RGCN-generated kinship hints improves small models by 1.1-1.7x over story-only baselines, but noisy self-extracted facts cap gains and sometimes hurt.