update readme

README.md

@@ -1,13 +1,32 @@
 ---
+language: fr
+license: mit
 library_name: sentence-transformers
 pipeline_tag: sentence-similarity
 tags:
-- sentence-transformers
-- feature-extraction
-- sentence-similarity
-- transformers
+    - sentence-transformers
+    - feature-extraction
+    - sentence-similarity
+    - transformers
 datasets:
-- stsb_multi_mt
+    - stsb_multi_mt
+metrics:
+    - pearsonr
+base_model: almanach/camembert-base
+model-index:
+  - name: sts-camembert-base
+    results:
+      - task:
+          name: Sentence Similarity
+          type: sentence-similarity
+        dataset:
+          name: STSb French
+          type: stsb_multi_mt
+          args: fr
+        metrics:
+          - name: Pearson correlation coefficient
+            type: pearsonr
+            value: 83.7
 ---
 
 # h4c5/sts-camembert-base
@@ -123,6 +142,18 @@ SentenceTransformer(
 )
 ```
 
-## Citing & Authors
+## Citing
 
-<!--- Describe where people can find more information -->
+@article{reimers2019sentence,
+   title={Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks},
+   author={Nils Reimers, Iryna Gurevych},
+   journal={https://arxiv.org/abs/1908.10084},
+   year={2019}
+}
+
+@inproceedings{martin2020camembert,
+  title={CamemBERT: a Tasty French Language Model},
+  author={Martin, Louis and Muller, Benjamin and Su{\'a}rez, Pedro Javier Ortiz and Dupont, Yoann and Romary, Laurent and de la Clergerie, {\'E}ric Villemonte and Seddah, Djam{\'e} and Sagot, Beno{\^\i}t},
+  booktitle={Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics},
+  year={2020}
+}