Update README.md

README.md

@@ -2,6 +2,7 @@
 license: cc-by-nc-sa-4.0
 language: "en"
 tags:
+- splade
 - query-expansion
 - document-expansion
 - bag-of-words
@@ -10,3 +11,30 @@ tags:
 datasets:
 - ms_marco
 ---
+
+## 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}
+}
+```