Controlled experiments show implicit multi-hop reasoning in LLMs requires prior exposure to compositional contexts during pretraining and does not transfer to unexposed individuals.
Do large language models have compositional ability? an investigation into limitations and scalability
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Multi-Hop Knowledge Composition is Bound by Pretraining Exposure
Controlled experiments show implicit multi-hop reasoning in LLMs requires prior exposure to compositional contexts during pretraining and does not transfer to unexposed individuals.