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The Theoretical Limitations of Embedding-Based Retrieval

(arxiv.org)
147 points fzliu | 1 comments | 29 Aug 25 20:25 UTC | HN request time: 0.308s | source
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zwaps ◴[30 Aug 25 06:47 UTC] No.45072443[source]▶
How does it look with ColBert style late interaction embeddings?
replies(1): >>45072520 #
1. yorwba ◴[30 Aug 25 07:02 UTC] No.45072520[source]▶
The dashed brown line in figures 3, 4, and 6 is labeled GTE-ModernColBERT. So better than all single-vector models, but worse than BM25.