README.md

metadata

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
duplicated_from: naver/splade-cocondenser-selfdistil

SPLADE CoCondenser SelfDistil

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-selfdistil	37.6	98.4

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}
}