Explain then Rank: Scale Calibration of Neural Rankers Using Natural Language Explanations from LLMs

Puxuan Yu, Daniel Cohen, Hemank Lamba +2

In search settings, calibrating the scores during the ranking process to quantities such as click-through rates or relevance levels enhances a system's usefulness and trustworthine…