zELO: ELO-inspired Training Method for Rerankers and Embedding Models

Nicholas Pipitone, Ghita Houir Alami, Advaith Avadhanam +2

We introduce a novel training methodology named zELO, which optimizes retrieval performance via the analysis that ranking tasks are statically equivalent to a Thurstone model. Base…