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SPLADE-v3: New baselines for SPLADE
March 12, 2024, 4:52 a.m. | Carlos Lassance, Herv\'e D\'ejean, Thibault Formal, St\'ephane Clinchant
cs.CL updates on arXiv.org arxiv.org
Abstract: A companion to the release of the latest version of the SPLADE library. We describe changes to the training structure and present our latest series of models -- SPLADE-v3. We compare this new version to BM25, SPLADE++, as well as re-rankers, and showcase its effectiveness via a meta-analysis over more than 40 query sets. SPLADE-v3 further pushes the limit of SPLADE models: it is statistically significantly more effective than both BM25 and SPLADE++, while comparing …
abstract analysis arxiv companion cs.cl cs.ir library meta meta-analysis release series training type via
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