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splade-v3-lexical
nirantk/splade-v3-lexical
splade-v3-lexical is a fill-mask model from nirantk. Use it when you need the model to fill a missing word. It is set up for transformers. The card lists the license as cc-by-nc-sa-4.0.
SPLADE-v3-Lexical is the SPLADE-Lexical version of naver/splade-v3 (no expansion on the query side - only term weighting).
All-time downloads
339
Public
Repo size
876 MB
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1
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- License
- cc-by-nc-sa-4.0
- Model type
- bert
- Access
- Public
- Created
- Apr 29, 2024
- Updated
- Apr 29, 2024
- SHA
- 0cf31066
Try a prompt
Model card
From the Hugging Face model README
SPLADE-v3-Lexical
SPLADE-v3-Lexical is the SPLADE-Lexical version of naver/splade-v3 (no expansion on the query side - only term weighting).
For more details, see our arXiv companion book: https://arxiv.org/abs/2403.06789
To use SPLADE, please visit our GitHub repository: https://github.com/naver/splade
Performance
| MRR@10 (MS MARCO dev) | avg nDCG@10 (BEIR-13) | |
|---|---|---|
naver/splade-v3-lexical | 40.0 | 49.1 |
Citation
If you use our checkpoint, please cite our work:
@misc{lassance2024spladev3,
title={SPLADE-v3: New baselines for SPLADE},
author={Carlos Lassance and Hervé Déjean and Thibault Formal and Stéphane Clinchant},
year={2024},
eprint={2403.06789},
archivePrefix={arXiv},
primaryClass={cs.IR},
copyright = {Creative Commons Attribution Non Commercial Share Alike 4.0 International}
}
- Task
- Fill-Mask
- Library
- transformers
- Type
- bert
- License
- cc-by-nc-sa-4.0
- Languages
- en
- Created
- Apr 29, 2024
- Updated
- Apr 29, 2024