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soberbichler authored Dec 29, 2024
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Expand Up @@ -14,10 +14,10 @@ This course offers an introduction to Natural Language Processing (NLP) and its

The course covers the following topics:
- Introduction to NLP, Jupyter Notebooks, and Python
- Using SpaCy for NLP tasks
- Introduction: German Newspaper Portal and its API
- Recent advances in NLP: Transformer models for semantic search and text similarity (Word Embeddings)
- Recent advances in NLP: Large Language Models (LLMs) for Semantic Text Extraction (Article Segmentation) and Post-OCR Correction
- Using SpaCy, SKLEARN and NLTK for NLP tasks
- German Newspaper Portal and its API
- Transformer models for semantic search and text similarity (Word Embeddings)
- Large Language Models (LLMs) for Semantic Text Extraction (Article Extraction) and Post-OCR Correction
- Named Entity Recognition (NER) and Text Classification

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