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2026 1

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Reversing Arrows in Large Language Models

cs.AI · 2026-08-04 · conditional · novelty 5.0

Five instruction-tuned LLMs show significant, dataset-dependent asymmetries in inverse relation classification, with relation descriptions rarely helping and performance shifting when entities are replaced or masked.

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  • Reversing Arrows in Large Language Models cs.AI · 2026-08-04 · conditional · none · ref 2

    Five instruction-tuned LLMs show significant, dataset-dependent asymmetries in inverse relation classification, with relation descriptions rarely helping and performance shifting when entities are replaced or masked.