Adding synthetic knowledge-graph facts to raise the ratio of inferred to atomic facts produces a grokking-like jump in OOD accuracy on comparison-style 2WikiMultiHopQA questions, but not on composition questions.
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Grokking in the Wild: Data Augmentation for Real-World Multi-Hop Reasoning with Transformers
Adding synthetic knowledge-graph facts to raise the ratio of inferred to atomic facts produces a grokking-like jump in OOD accuracy on comparison-style 2WikiMultiHopQA questions, but not on composition questions.