Youkow Homma

SwiftPruner: Reinforced Evolutionary Pruning for Efficient Ad Relevance

2022 · arXiv (Cornell University)

Ad relevance modeling plays a critical role in online advertising systems including Microsoft Bing. To leverage powerful transformers like BERT in this low-latency setting, many existing approaches perform ad-side computations offline. While efficient, these approaches …