Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations

Author:

Bruch Sebastian1ORCID,Nardini Franco Maria2ORCID,Rulli Cosimo2ORCID,Venturini Rossano3ORCID

Affiliation:

1. Pinecone, New York, NY, USA

2. ISTI-CNR, Pisa, Italy

3. University of Pisa, Pisa, Italy

Funder

HORIZON EUROPE Framework Programme

Ministero dell'Università e della Ricerca

European Commission

Publisher

ACM

Reference60 articles.

1. Yang Bai, Xiaoguang Li, Gang Wang, Chaoliang Zhang, Lifeng Shang, Jun Xu, Zhaowei Wang, Fangshan Wang, and Qun Liu. 2020. SparTerm: Learning Term-based Sparse Representation for Fast Text Retrieval. arxiv: 2010.00768 [cs.IR]

2. Efficient query evaluation using a two-level retrieval process

3. Sebastian Bruch. 2024. Foundations of Vector Retrieval. Springer Nature Switzerland.

4. An Analysis of Fusion Functions for Hybrid Retrieval;Bruch Sebastian;ACM Transactions on Information Systems,2023

5. Efficient and Effective Tree-based and Neural Learning to Rank

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