AI RESEARCH
Reliable Evaluation Protocol for Low-Precision Retrieval
arXiv CS.AI
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ArXi:2508.03306v4 Announce Type: replace-cross Lowering the numerical precision of model parameters and computations is widely adopted to improve the efficiency of retrieval systems. However, when computing relevance scores between the query and documents in low-precision, we observe spurious ties due to the reduced granularity. This