72 citations · 111 across the 20 of their papers we have counts for
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cs.IR2022★ 72 cited
An Efficiency Study for SPLADE Models
Carlos Lassance, Stéphane Clinchant
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 scenario…
cs.IR2022★ 15 cited
From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective
Thibault Formal, Carlos Lassance, Benjamin Piwowarski +1
Neural retrievers based on dense representations combined with Approximate Nearest Neighbors search have recently received a lot of attention, owing their success to distillation a…