How Well do Offline Metrics Predict Online Performance of Product Ranking Models?

Xiaojie Wang Ruoyuan Gao Anoop Jain Graham Edge Sachin Ahuja

Published in: SIGIR (2023)

Keyphrases

ranking models
learning to rank
web search
ranking functions
benchmark datasets
loss function
information retrieval
ranking algorithm
evaluation measures
pairwise classification
directly optimize
metadata
multi class