Graph-free Retrieval with Graph-Modified Embeddings
Dense vector retrieval can miss evidence connected through intermediate entities, while direct graph retrieval requires access to the graph at query time. We compare five offline graph-based embedding transformations and strategies for using the resulting graph-modified embeddings alongside the originals, without query...
Federica Santi, Vasilije Markovic, Daniel Scott et al.
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