readme: ---
  license: cc-by-nc-sa-4.0
  language: "en"
  tags:
  - splade
  - query-expansion
  - document-expansion
  - bag-of-words
  - passage-retrieval
  - knowledge-distillation
  datasets:
  - ms_marco
  ---
  
  ## SPLADE CoCondenser EnsembleDistil
  
  SPLADE model for passage retrieval. For additional details, please visit:
  * paper: https://arxiv.org/abs/2205.04733
  * code: https://github.com/naver/splade
  
  | | MRR@10 (MS MARCO dev) | R@1000 (MS MARCO dev) |
  | --- | --- | --- |
  | `splade-cocondenser-ensembledistil` | 38.3 | 98.3 |
  
  ## Citation
  
  If you use our checkpoint, please cite our work:
  
  ```
  @misc{https://doi.org/10.48550/arxiv.2205.04733,
    doi = {10.48550/ARXIV.2205.04733},
    url = {https://arxiv.org/abs/2205.04733},
    author = {Formal, Thibault and Lassance, Carlos and Piwowarski, Benjamin and Clinchant, Stéphane},
    keywords = {Information Retrieval (cs.IR), Computation and Language (cs.CL), FOS: Computer and information sciences, FOS: Computer and information sciences},
    title = {From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective},
    publisher = {arXiv},
    year = {2022},
    copyright = {Creative Commons Attribution Non Commercial Share Alike 4.0 International}
  }
  ```