no code implementations • 20 Apr 2024 • Carlos Lassance, Hervé Dejean, Stéphane Clinchant, Nicola Tonellotto
Learned sparse models such as SPLADE have successfully shown how to incorporate the benefits of state-of-the-art neural information retrieval models into the classical inverted index data structure.
no code implementations • 25 Apr 2023 • Carlos Lassance, Simon Lupart, Hervé Dejean, Stéphane Clinchant, Nicola Tonellotto
Sparse neural retrievers, such as DeepImpact, uniCOIL and SPLADE, have been introduced recently as an efficient and effective way to perform retrieval with inverted indexes.