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}
}
Downloads last month
8
Inference Examples
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.