Update README.md

README.md

@@ -32,7 +32,7 @@ We trained a total of three versions for Italian and English.
 | Model                       | Download |
 | ------                      | -------------------------|
 | `bert-base-uncased-ear-misogyny` | [Link](https://huggingface.co/MilaNLProc/bert-base-uncased-ear-misogyny) |
-| `bert-base-uncased-ear-mlma` | [Link]() |
+| `bert-base-uncased-ear-mlma` | [Link](https://huggingface.co/MilaNLProc/bert-base-uncased-ear-mlma) |
 | `bert-base-uncased-ear-misogyny-italian`   | [Link](https://huggingface.co/MilaNLProc/bert-base-uncased-ear-misogyny-italian) |
 
 # Authors
@@ -66,7 +66,8 @@ Please use the following BibTeX entry if you use this model in your project:
 
 # Limitations
 
-Entropy-Attention Regularization mitigates lexical overfitting but does not completely remove it. We expect the model still to show biases, e.g., peculiar keywords that induce a specific prediction regardless of the context. \ 
+Entropy-Attention Regularization mitigates lexical overfitting but does not completely remove it. We expect the model still to show biases, e.g., peculiar keywords that induce a specific prediction regardless of the context.
+
 Please refer to our paper for a quantitative evaluation of this mitigation. 
 
 ## License