Update README.md

README.md

@@ -41,6 +41,8 @@ For space reasons, we show only the F1 of the different models. You can see the
 <thead>
     <tr>
       <th><br>Model</th>
+      <th><br>Parameters</th>
+      <th><br>Context</th>
       <th><br>PER</th>
       <th><br>LOC</th>
       <th><br>ORG</th>
@@ -48,37 +50,65 @@ For space reasons, we show only the F1 of the different models. You can see the
 </thead>
 <tbody>
     <tr>
-        <td rowspan="1"><br><a href="https://hf.co/Jean-Baptiste/camembert-ner">Jean-Baptiste/camembert-ner (110M, 512 tokens)</a></td>
+        <td rowspan="1"><br><a href="https://hf.co/Jean-Baptiste/camembert-ner">Jean-Baptiste/camembert-ner</a></td>
+        <td><br>110M</td>
+        <td><br>512 tokens</td>
         <td><br>0.941</td>
         <td><br>0.883</td>
         <td><br>0.658</td>
     </tr>
       <tr>
-        <td rowspan="1"><br><a href="https://hf.co/cmarkea/distilcamembert-base-ner">cmarkea/distilcamembert-base-ner (67.5M, 512 tokens)</a></td>
+        <td rowspan="1"><br><a href="https://hf.co/cmarkea/distilcamembert-base-ner">cmarkea/distilcamembert-base-ner</a></td>
+        <td><br>67.5M</td>
+        <td><br>512 tokens</td>
         <td><br>0.942</td>
         <td><br>0.882</td>
         <td><br>0.647</td>
     </tr>
     <tr>
-        <td rowspan="1"><br><a href="https://hf.co/CATIE-AQ/NERmembert-base-3entities">NERmembert-base-3entities (110M, 512 tokens)</a></td>
+        <td rowspan="1"><br><a href="https://hf.co/CATIE-AQ/NERmembert-base-4entities">NERmembert-base-4entities</a></td>
+        <td><br>110M</td>
+        <td><br>512 tokens</td>
+        <td><br>0.951</td>
+        <td><br>0.894</td>
+        <td><br>0.671</td>
+    </tr>
+        <tr>
+        <td rowspan="1"><br><a href="https://hf.co/CATIE-AQ/NERmembert-large-4entities">NERmembert-large-4entities</a></td>
+        <td><br>336M</td>
+        <td><br>512 tokens</td>
+        <td><br>0.958</td>
+        <td><br>0.901</td>
+        <td><br>0.685</td>
+    </tr>
+    <tr>
+        <td rowspan="1"><br><a href="https://hf.co/CATIE-AQ/NERmembert-base-3entities">NERmembert-base-3entities</a></td>
+        <td><br>110M</td>
+        <td><br>512 tokens</td>
         <td><br>0.966</td>
         <td><br>0.940</td>
         <td><br>0.876</td>
     </tr>
       <tr>
-        <td rowspan="1"><br>NERmembert2-3entities (111M, 1024 tokens) (this model)</td>
+        <td rowspan="1"><br>NERmembert2-3entities (this model)</td>
+        <td><br>111M</td>
+        <td><br>1024 tokens</td>
         <td><br>0.967</td>
         <td><br>0.942</td>
         <td><br>0.875</td>
     </tr>
         <tr>
-        <td rowspan="1"><br><a href="https://hf.co/CATIE-AQ/NERmemberta-3entities">NERmemberta-3entities (111M, 1024 tokens)</a></td>
+        <td rowspan="1"><br><a href="https://hf.co/CATIE-AQ/NERmemberta-3entities">NERmemberta-3entities</a> </td>
+        <td><br>111M</td>
+        <td><br>1024 tokens</td>
         <td><br><b>0.970</b></td>
         <td><br>0.943</td>
         <td><br>0.881</td>
       </tr>
       <tr>
-      <td rowspan="1"><br><a href="https://hf.co/CATIE-AQ/NERmembert-large-3entities">NERmembert-large-3entities (336M, 512 tokens)</a></td>
+      <td rowspan="1"><br><a href="https://hf.co/CATIE-AQ/NERmembert-large-3entities">NERmembert-large-3entities</a></td>
+        <td><br>336M</td>
+        <td><br>512 tokens</td>
         <td><br>0.969</td>
         <td><br><b>0.947</b></td>
         <td><br><b>0.890</b></td>
@@ -87,6 +117,8 @@ For space reasons, we show only the F1 of the different models. You can see the
 </tbody>
 </table>
 
+The results of the 4-entity models on the 3-entity dataset are given for information only. They are not reported in the following.
+
 
 <details>
 <summary>Full results</summary>
@@ -1204,10 +1236,10 @@ A Space has been created to test the model. It is available [here](https://huggi
 @misc {NERmemberta2024,
     author       = { {BOURDOIS, Loïck} },  
     organization = { {Centre Aquitain des Technologies de l'Information et Electroniques} },  
-	title        = { NERmemberta-base-3entities },
+	title        = { NERmemberta-3entities (Revision 989f2ee) },
 	year         = 2024,
-	url          = { https://huggingface.co/CATIE-AQ/NERmemberta-base-3entities },
-	doi          = { 10.57967/hf/1752 },
+	url          = { https://huggingface.co/CATIE-AQ/NERmemberta-3entities },
+	doi          = { 10.57967/hf/3640 },
 	publisher    = { Hugging Face }
 }
 ```