diff --git a/modules/module_6.html b/modules/module_6.html
index 135f246..95266dc 100644
--- a/modules/module_6.html
+++ b/modules/module_6.html
@@ -58,36 +58,27 @@ <h1>Module 6: Named Entity Recognition and Text Classification</h1>
       <h3>Preparation for Module 6:</h3>
  <p>No preparation needed</p>
 
-        <h3>Literature:</h3> 
-                   <p class="citation">
-    Sahoo, P., Singh, A. K., Saha, S., Jain, V., Mondal, S., & Chadha, A. A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications. arXiv:2402.07927 (2024). <a href="https://doi.org/10.48550/arXiv.2402.07927" target="_blank">https://doi.org/10.48550/arXiv.2402.07927</a>
-                   </p> 
-    
-        
+            
         <h3>Notebooks we will use in class:</h3>
 
             <div class="notebook-link">
-             <p>Prompting Techniques LLMS</p>
-                <a href="https://colab.research.google.com/github/ieg-dhr/NLP-Course4Humanities_2024/blob/main/Prompting_Techniques_LLMs.ipynb" target="_blank">
-                    <img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Prompting_Techniques_LLMs.ipynb In Colab"/>
+             <p>Named Entity Recognition Impresso API</p>
+                <a href="https://colab.research.google.com/github/ieg-dhr/NLP-Course4Humanities_2024/blob/main/Named_Entity_Recognition_ImpressoAPI.ipynb" target="_blank">
+                    <img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Named_Entity_Recognition_ImpressoAPI.ipynb In Colab"/>
         
                 </a>
             </div>
     <div class="notebook-link">
-             <p>Large Language Models and Article Separation/OCR Post-Correction</p>
-                <a href="https://colab.research.google.com/github/ieg-dhr/NLP-Course4Humanities_2024/blob/main/Large_Language_Models_Article_Separation.ipynb" target="_blank">
-                    <img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Large_Language_Models_Article_Separation.ipynb In Colab"/>
+             <p>QA based Entity Extraction</p>
+                <a href="https://colab.research.google.com/github/ieg-dhr/NLP-Course4Humanities_2024/blob/main/QA_based_Entity_Extraction.ipynb" target="_blank">
+                    <img src="https://colab.research.google.com/assets/colab-badge.svg" alt="QA_based_Entity_Extraction.ipynb In Colab"/>
         
                 </a>
             </div>
-
-
-        
-
         
         <h3>Workload (after class):</h3>
     
-                <p></p>
+                <p>Schedule an indivudial appointment - as soon as you are ready to discuss your research project - with the course leader (Sarah Oberbichler). Contact via E-Mail or Mattermost.</p>
 
         
         <h3>Date and Time:</h3>