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soberbichler authored Dec 24, 2024
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Expand Up @@ -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>
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