diff --git a/teaching/intelligent-information-systems-ws24/_includes/sessions.html b/teaching/intelligent-information-systems-ws24/_includes/sessions.html
index ef342a1..7156251 100644
--- a/teaching/intelligent-information-systems-ws24/_includes/sessions.html
+++ b/teaching/intelligent-information-systems-ws24/_includes/sessions.html
@@ -73,5 +73,22 @@
         <li><span class="uk-text-success">Sentiment Classifier</span></li>
       </ul></td>
     </tr>
+    <tr>
+      <td>07.11.2024</td>
+      <td>Representation Learning II (Session 5)</td>
+      <td>
+      <ul class="uk-list">
+        <li>Representation learning with transformers</li>
+      </ul>
+      </td>
+      <td>
+      <ul class="uk-list">
+        <li>[<a href="./materials/05-transformers.pdf">slides</a>]</li>
+      </ul>
+      </td>
+      <td><ul class="uk-list">
+        <li><span class="uk-text-success">Sentiment Classifier using word embeddings</span></li>
+      </ul></td>
+    </tr>
   </tbody>
 </table>