ENTITY Dense Top-k Retrieval

Dense Top-k Retrieval

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RESEARCH · CL_84334 · Jun 10 · 08:11

Quantization Limits Dense Retrieval Dimension, Study Finds

A new theoretical study published on arXiv explores the limitations imposed by quantization on dense top-k retrieval systems. The research demonstrates that achieving perfect retrieval with B bits per coordinate require…

Quantization Limits Dense Retrieval Dimension, Study Finds