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The Path Matters: Evaluating Small Language Models Beyond Answer Accuracy in KGQA

Hernandez, Eduin E. et al.
arXiv (All) · Papers
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computation-and-language
Small language models (SLMs) are increasingly paired with knowledge graphs (KGs), yet end-to-end KG question answering conflates graph access, search, navigation, reasoning, and answer generation. This coupling makes it difficult both to determine whether an SLM can faithfully execute the reasoning
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