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--- |
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license: cc-by-nc-sa-4.0 |
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language: |
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- en |
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tags: |
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- splade |
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--- |
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## SPLADE-v3 |
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#### SPLADE-v3 is the latest series of SPLADE models. |
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This checkpoint corresponds to a model that starts from SPLADE++SelfDistil (`naver/splade-cocondenser-selfdistil`), and is |
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trained with a mix of KL-Div and MarginMSE, with 8 negatives per query sampled from SPLADE++SelfDistil. We used the original MS MARCO |
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collection **without the titles**. |
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For more details, see our arXiv companion book: https://arxiv.org/abs/2403.06789 |
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To use SPLADE, please visit our GitHub repository: https://github.com/naver/splade |
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## Performance |
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| | MRR@10 (MS MARCO dev) | avg nDCG@10 (BEIR-13) | |
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| --- | --- | --- | |
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| `naver/splade-v3` | 40.2 | 51.7 | |
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## Citation |
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If you use our checkpoint, please cite our work: |
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``` |
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@misc{lassance2024spladev3, |
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title={SPLADE-v3: New baselines for SPLADE}, |
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author={Carlos Lassance and Hervé Déjean and Thibault Formal and Stéphane Clinchant}, |
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year={2024}, |
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eprint={2403.06789}, |
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archivePrefix={arXiv}, |
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primaryClass={cs.IR}, |
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copyright = {Creative Commons Attribution Non Commercial Share Alike 4.0 International} |
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} |
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``` |
