update readme

README.md

@@ -129,11 +129,12 @@ Ci-dessous, les résultats de l'évaluation du modèle sur le jeu données [`sts
 (données `fr`, split `test`)
 
 | Model                                                                                                                                          | Pearson Correlation | Paramètres |
-| ---------------------------------------------------------------------------------------------------------------------------------------------- | ------------------- | ---------- |
-| `h4c5/sts-camembert-base`                                                                                                                      | **0.837**           | 110M       |
-| [`Lajavaness/sentence-camembert-base`](https://huggingface.co/Lajavaness/sentence-camembert-base)                                              | 0.835               | 110M       |
-| [`inokufu/flaubert-base-uncased-xnli-sts`](https://huggingface.co/inokufu/flaubert-base-uncased-xnli-sts)                                      | 0.828               | 137M       |
-| [`sentence-transformers/distiluse-base-multilingual-cased-v2`](https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased) | 0.786               | 135M       |
+| :--------------------------------------------------------------------------------------------------------------------------------------------- | :-----------------: | ---------: |
+| [`h4c5/sts-camembert-base`](https://huggingface.co/h4c5/sts-camembert-base)                                                                    |      **0.837**      |       110M |
+| [`Lajavaness/sentence-camembert-base`](https://huggingface.co/Lajavaness/sentence-camembert-base)                                              |        0.835        |       110M |
+| [`inokufu/flaubert-base-uncased-xnli-sts`](https://huggingface.co/inokufu/flaubert-base-uncased-xnli-sts)                                      |        0.828        |       137M |
+| [`h4c5/sts-distilcamembert-base`](https://huggingface.co/h4c5/sts-distilcamembert-base)                                                        |        0.817        |        64M |
+| [`sentence-transformers/distiluse-base-multilingual-cased-v2`](https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased) |        0.786        |       135M |
 
 
 
@@ -181,11 +182,14 @@ SentenceTransformer(
 
 ## Citing
 
-    @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{reimers-2019-sentence-bert,
+        title = "Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks",
+        author = "Reimers, Nils and Gurevych, Iryna",
+        booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing",
+        month = "11",
+        year = "2019",
+        publisher = "Association for Computational Linguistics",
+        url = "https://arxiv.org/abs/1908.10084",
     }
 
 

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "almanach/camembert-base",
+  "_name_or_path": "h4c5/sts-camembert-base",
   "architectures": [
     "CamembertModel"
   ],
@@ -25,4 +25,4 @@
   "type_vocab_size": 1,
   "use_cache": true,
   "vocab_size": 32005
-}
+}