Xin Ji

Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking

2022

In information retrieval (IR), candidate set pruning has been commonly used to speed up two-stage relevance ranking. However, such an approach lacks accurate error control and often trades accuracy against computational efficiency in an empirical …