splade-v3-lexical / README.md
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metadata
license: cc-by-nc-sa-4.0
language:
  - en
tags:
  - splade

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}
}