Update README.md

README.md

@@ -5,13 +5,13 @@ tags:
 - sentence-embeddings
 - sentence-similarity
 
-### mirror-bert-base-uncased-sentence
-An unsupervised sentence encoder proposed by [Liu et al. (2021)](https://arxiv.org/pdf/2104.08027.pdf). Trained with unlabelled raw sentences, using [bert-base-uncased](https://huggingface.co/bert-base-uncased) as the base model. Please use mean-pooling over *all tokens* as the representation of the input.
+### cambridgeltl/mirror-bert-base-uncased-sentence
+An unsupervised sentence encoder proposed by [Liu et al. (2021)](https://arxiv.org/pdf/2104.08027.pdf). Trained with unlabelled raw sentences, using [bert-base-uncased](https://huggingface.co/bert-base-uncased) as the base model. Please use mean-pooling over *all tokens* (including padded ones) as the representation of the input.
 
 ### Citation
 ```bibtex
 @inproceedings{
-	liu2021fast,
+  liu2021fast,
   title={Fast, Effective and Self-Supervised: Transforming Masked LanguageModels into Universal Lexical and Sentence Encoders},
   author={Liu, Fangyu and Vuli{\'c}, Ivan and Korhonen, Anna and Collier, Nigel},
   booktitle={EMNLP 2021},