An Efficiency Study for SPLADE Models
Carlos Lassance, Stéphane Clinchant
2022Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval64 citationsDOIOpen Access PDF
Abstract
Latency and efficiency issues are often overlooked when evaluating IR models based on Pretrained Language Models (PLMs) in reason of multiple hardware and software testing scenarios. Nevertheless, efficiency is an important part of such systems and should not be overlooked.
Topics & Concepts
Computer scienceAdvanced Data Storage TechnologiesDistributed and Parallel Computing SystemsSimulation Techniques and Applications