Multi-hop accuracy is 40 points below single-hop. Do yo...

Upgrading the embedding model or raising k are ineffective because both methods simply reorder documents against a query that lacks the required bridge term. Since reordering cannot manufacture a missing term, these approaches fail to address the root cause of multi-hop failures. Only decomposition changes the query structure to include the necessary bridge terms, which should then be priced for implementation.