Improved Learned Sparse Retrieval with Corpus-Specific Vocabularies
Paper
•
2401.06703
•
Published
Datasets:
ArXiv:
License:
Dataset Viewer
The dataset viewer is not available because its heuristics could not detect any supported data files. You can try uploading some data files, or configuring the data files location manually.
CIFF Hub
Common Index File Format CIFF is an inverted index exchange format as defined as part of the Open-Source IR Replicability Challenge (OSIRRC) initiative.
The Ciff Hub hosts many indexes and queries for a variety of collections and models.
MS Marco
The MS Marco passage ranking dataset consists of 8.8M passages.
ESPLADE
Lassance, Carlos, and Stéphane Clinchant. "An efficiency study for splade models." Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. 2022.
| Name | Description | CIFF | Dev | DL 2019 | DL 2020 |
|---|---|---|---|---|---|
| ESPLADE | efficient-splade-V-large-doc reordered w/ BP |
Download | Download | Download | Download |
| SPLADE | splade-cocondenser-ensemble distil reordered w/ BP |
Download | Download | Download | Download |
uniCOIL
Jimmy Lin and Xueguang Ma. A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques. arXiv:2106.14807.
| Name | Description | CIFF | Dev | DL 2019 | DL 2020 |
|---|---|---|---|---|---|
| uniCOIL-TILDE | uniCOIL w/ TILDE expansion reordered w/ BP | Download | Download | Download | Download |
CSV
Yu, Puxuan, Antonio Mallia, and Matthias Petri. "Improved Learned Sparse Retrieval with Corpus-Specific Vocabularies." arXiv preprint arXiv:2401.06703 (2024).
- Downloads last month
- 68