Update README.md

README.md

@@ -113,6 +113,11 @@ For space reasons, we show only the F1 of the different models. You can see the
         <td><br>0.966</td>
         <td><br>0.940</td>
         <td><br>0.876</td>
+    </tr>
+      <td rowspan="1"><br><a href="https://hf.co/CATIE-AQ/NERmembert-large-3entities">NERmembert-large-3entities</a></td>
+        <td><br><b>0.969</b></td>
+        <td><br><b>0.947</b></td>
+        <td><br><b>0.890</b></td>
     </tr>
       <tr>
         <td rowspan="1"><br><a href="https://hf.co/CATIE-AQ/NERmembert-base-4entities">NERmembert-base-4entities</a></td>
@@ -219,9 +224,34 @@ For space reasons, we show only the F1 of the different models. You can see the
         <td><br>0.876</td>
         <td><br>0.994</td>
         <td><br>0.986</td>
+    </tr>
+          <tr>
+        <td rowspan="3"><br>NERmembert-large-3entities (this model)</td>
+        <td><br>Precision</td>
+        <td><br>0.966</td>
+        <td><br>0.944</td>
+        <td><br>0.884</td>
+        <td><br>0.996</td>
+        <td><br>0.987</td>
+    </tr>
+    <tr>
+        <td><br>Recall</td>
+        <td><br>0.950</td>
+        <td><br>0.972</td>
+        <td><br>0.896</td>
+        <td><br>0.994</td>
+        <td><br>0.987</td>
+    </tr>
+    <tr>
+        <td>F1</td>
+        <td><br><b>0.969</b></td>
+        <td><br><b>0.947</b></td>
+        <td><br><b>0.890</b></td>
+        <td><br><b>0.995</b></td>
+        <td><br><b>0.987</b></td>
     </tr>
       <tr>
-        <td rowspan="3"><br><a href="https://hf.co/CATIE-AQ/NERmembert-base-4entities">NERmembert-base-4entities</a></td>
+        <td rowspan="3"><br><a href="https://hf.co/CATIE-AQ/NERmembert-large-3entities">NERmembert-large-3entities</a></td>
         <td><br>Precision</td>
         <td><br>0.946</td>
         <td><br>0.884</td>
@@ -307,6 +337,12 @@ For space reasons, we show only the F1 of the different models. You can see the
         <td><br>0.960</td>
         <td><br>0.887</td>
         <td><br>0.876</td>
+    </tr>
+    <tr>
+        <td rowspan="1"><br><a href="https://hf.co/CATIE-AQ/NERmembert-large-3entities">NERmembert-large-3entities</a></td>
+        <td><br><b>0.965</b></td>
+        <td><br><b>0.902</b></td>
+        <td><br><b>0.896</b></td>
     </tr>
       <tr>
         <td rowspan="1"><br><a href="https://hf.co/CATIE-AQ/NERmembert-base-4entities">NERmembert-base-4entities</a></td>
@@ -414,6 +450,31 @@ For space reasons, we show only the F1 of the different models. You can see the
         <td><br>0.876</td>
         <td><br>0.985</td>
         <td><br>0.972</td>
+    </tr>
+          <tr>
+        <td rowspan="3"><br><a href="https://hf.co/CATIE-AQ/NERmembert-large-3entities">NERmembert-large-3entities</a></td>
+        <td><br>Precision</td>
+        <td><br>0.960</td>
+        <td><br>0.903</td>
+        <td><br>0.916</td>
+        <td><br>0.987</td>
+        <td><br>0.976</td>
+    </tr>
+    <tr>
+        <td><br>Recall</td>
+        <td><br>0.969</td>
+        <td><br>0.900</td>
+        <td><br>0.877</td>
+        <td><br>0.987</td>
+        <td><br>0.976</td>
+    </tr>
+    <tr>
+        <td>F1</td>
+        <td><br><b>0.965</b></td>
+        <td><br><b>0.902</b></td>
+        <td><br><b>0.896</b></td>
+        <td><br><b>0.987</b></td>
+        <td><br><b>0.976</b></td>
     </tr>
        <tr>
         <td rowspan="3"><br><a href="https://hf.co/CATIE-AQ/NERmembert-base-4entities">NERmembert-base-4entities</a></td>
@@ -501,6 +562,12 @@ For space reasons, we show only the F1 of the different models. You can see the
         <td><br>0.985</td>
         <td><br>0.973</td>
         <td><br>0.938</td>
+    </tr>
+      <tr>
+      <td rowspan="1"><br><a href="https://hf.co/CATIE-AQ/NERmembert-large-3entities">NERmembert-large-3entities</a></td>
+        <td><br><b>0.987</b></td>
+        <td><br><b>0.979</b></td>
+        <td><br><b>0.953</b></td>
     </tr>
       <tr>
         <td rowspan="1"><br><a href="https://hf.co/CATIE-AQ/NERmembert-base-4entities">NERmembert-base-4entities</a></td>
@@ -584,7 +651,7 @@ For space reasons, we show only the F1 of the different models. You can see the
         <td><br>0.983</td>
     </tr>
     <tr>
-        <td rowspan="3"><br>NERmembert-base-3entities</td>
+        <td rowspan="3"><br>NERmembert-base-3entities (this model)</td>
         <td><br>Precision</td>
         <td><br>0.974</td>
         <td><br>0.965</td>
@@ -607,6 +674,31 @@ For space reasons, we show only the F1 of the different models. You can see the
         <td><br>0.938</td>
         <td><br>0.998</td>
         <td><br>0.995</td>
+    </tr>
+          <tr>
+        <td rowspan="3"><br><a href="https://hf.co/CATIE-AQ/NERmembert-large-3entities">NERmembert-large-3entities</a></td>
+        <td><br>Precision</td>
+        <td><br>0.979</td>
+        <td><br>0.970</td>
+        <td><br>0.927</td>
+        <td><br>0.999</td>
+        <td><br>0.996</td>
+    </tr>
+    <tr>
+        <td><br>Recall</td>
+        <td><br>0.996</td>
+        <td><br>0.987</td>
+        <td><br>0.980</td>
+        <td><br>0.997</td>
+        <td><br>0.996</td>
+    </tr>
+    <tr>
+        <td>F1</td>
+        <td><br><b>0.987</b></td>
+        <td><br><b>0.979</b></td>
+        <td><br><b>0.953</b></td>
+        <td><br><b>0.998</b></td>
+        <td><br><b>0.996</b></td>
     </tr>
       <tr>
         <td rowspan="3"><br><a href="https://hf.co/CATIE-AQ/NERmembert-base-4entities">NERmembert-base-4entities</a></td>
@@ -693,6 +785,12 @@ For space reasons, we show only the F1 of the different models. You can see the
         <td><br>0.969</td>
         <td><br>0.945</td>
         <td><br>0.878</td>
+    </tr>
+    <tr>
+        <td rowspan="1"><br><a href="https://hf.co/CATIE-AQ/NERmembert-large-3entities">NERmembert-large-3entities</a></td>
+        <td><br><b>0.972</b></td>
+        <td><br><b>0.950</b></td>
+        <td><br><b>0.893</b></td>
     </tr>
       <tr>
         <td rowspan="1"><br><a href="https://hf.co/CATIE-AQ/NERmembert-base-4entities">NERmembert-base-4entities</a></td>
@@ -776,7 +874,7 @@ For space reasons, we show only the F1 of the different models. You can see the
         <td><br>0.80</td>
     </tr>
     <tr>
-        <td rowspan="3"><br>NERmembert-base-3entities</td>
+        <td rowspan="3"><br>NERmembert-base-3entities (this model)</td>
         <td><br>Precision</td>
         <td><br>0.971</td>
         <td><br>0.947</td>
@@ -799,6 +897,31 @@ For space reasons, we show only the F1 of the different models. You can see the
         <td><br>0.878</td>
         <td><br>0.995</td>
         <td><br>0.989</td>
+    </tr>
+          <tr>
+        <td rowspan="3"><br><a href="https://hf.co/CATIE-AQ/NERmembert-large-3entities">NERmembert-large-3entities</a></td>
+        <td><br>Precision</td>
+        <td><br>0.973</td>
+        <td><br>0.953</td>
+        <td><br>0.873</td>
+        <td><br>0.996</td>
+        <td><br>0.990</td>
+    </tr>
+    <tr>
+        <td><br>Recall</td>
+        <td><br>0.990</td>
+        <td><br>0.948</td>
+        <td><br>0.913</td>
+        <td><br>0.995</td>
+        <td><br>0.990</td>
+    </tr>
+    <tr>
+        <td>F1</td>
+        <td><br><b>0.972</b></td>
+        <td><br><b>0.950</b></td>
+        <td><br><b>0.893</b></td>
+        <td><br><b>0.996</b></td>
+        <td><br><b>0.990</b></td>
     </tr>
       <tr>
         <td rowspan="3"><br><a href="https://hf.co/CATIE-AQ/NERmembert-base-4entities">NERmembert-base-4entities</a></td>
@@ -885,6 +1008,12 @@ For space reasons, we show only the F1 of the different models. You can see the
         <td><br>0.947</td>
         <td><br>0.906</td>
         <td><br>0.886</td>
+    </tr>
+    <tr>
+        <td rowspan="1"><br><a href="https://hf.co/CATIE-AQ/NERmembert-large-3entities">NERmembert-large-3entities</a></td>
+        <td><br><b>0.949</b></td>
+        <td><br><b>0.912</b></td>
+        <td><br><b>0.899</b></td>
     </tr>
       <tr>
         <td rowspan="1"><br><a href="https://hf.co/CATIE-AQ/NERmembert-base-4entities">NERmembert-base-4entities</a></td>
@@ -968,7 +1097,7 @@ For space reasons, we show only the F1 of the different models. You can see the
         <td><br>0.800</td>
     </tr>
     <tr>
-        <td rowspan="3"><br>NERmembert-base-3entities</td>
+        <td rowspan="3"><br>NERmembert-base-3entities (this model)</td>
         <td><br>Precision</td>
         <td><br>0.948</td>
         <td><br>0.900</td>
@@ -991,6 +1120,31 @@ For space reasons, we show only the F1 of the different models. You can see the
         <td><br>0.886</td>
         <td><br>0.980</td>
         <td><br>0.942</td>
+    </tr>
+        <tr>
+       <td rowspan="3"><br><a href="https://hf.co/CATIE-AQ/NERmembert-large-3entities">NERmembert-large-3entities</a></td>
+        <td><br>Precision</td>
+        <td><br>0.958</td>
+        <td><br>0.917</td>
+        <td><br>0.897</td>
+        <td><br>0.980</td>
+        <td><br><b>0.948</b></td>
+    </tr>
+    <tr>
+        <td><br>Recall</td>
+        <td><br>0.940</td>
+        <td><br>0.915</td>
+        <td><br>0.901</td>
+        <td><br>0.983</td>
+        <td><br><b>0.948</b></td>
+    </tr>
+    <tr>
+        <td>F1</td>
+        <td><br><b>0.949</b></td>
+        <td><br><b>0.912</b></td>
+        <td><br><b>0.899</b></td>
+        <td><br><b>0.983</b></td>
+        <td><br><b>0.948</b></td>
     </tr>
       <tr>
         <td rowspan="3"><br><a href="https://hf.co/CATIE-AQ/NERmembert-base-4entities">NERmembert-base-4entities</a></td>
@@ -1071,7 +1225,7 @@ print(result)
 ```
 
 ### Try it through Space
-A Space has been created to test the model. It is available [here](https://huggingface.co/spaces/CATIE-AQ/Camembert-NER).
+A Space has been created to test the model. It is available [here](https://huggingface.co/spaces/CATIE-AQ/NERmembert).