2 papers
cs.IR2024
DeeperImpact: Optimizing Sparse Learned Index Structures
Soyuj Basnet, Jerry Gou, Antonio Mallia +1
A lot of recent work has focused on sparse learned indexes that use deep neural architectures to significantly improve retrieval quality while keeping the efficiency benefits of th…
cs.IR2024
Faster Learned Sparse Retrieval with Block-Max Pruning
Antonio Mallia, Torten Suel, Nicola Tonellotto
Learned sparse retrieval systems aim to combine the effectiveness of contextualized language models with the scalability of conventional data structures such as inverted indexes. N…