This repository is part of an NLP course for humanities and cultural studies. This course uses historical newspapers as a source and applies NLP methods to them. NLP tasks: Tokenization, Lemmatization, TF-IDF, Part-of-speech tagging, semantic search with transformers, article extraction and OCR post-correction with LLMs, NER and text classification
nlp webpage text-classification teaching ner semantic-search nlp-machine-learning university-course historical-newspapers transformers-models llms article-extraction
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Updated
Jun 5, 2025 - Jupyter Notebook