Norm-Explicit Quantization (NEQ) is an approach that aims to improve Product Quantization by reducing errors in the norms of items in a dataset. NEQ quantizes the norms explicitly and reuses existing PQ techniques to quantize the direction vectors without modification. Experiments have shown that NEQ improves the performance of various PQ techniques for maximum inner product search (MIPS).