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NLP
Lectures
Lecture slides 2024/25
Lecture slides 2024/25
Completion requirements
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NLP - additional material - Kaja Dobrovoljc - Universal Dependency Treebanks.pdf
NLP - additional material - Simon krek - Jezikoslovne dileme pri strojnem procesiranju slovenščine.pdf
NLP-01-Introduction - language and intelligence.pdf
NLP-02-Text preprocessing.pdf
NLP-03-Formal languages.pdf
NLP-04-Sparse text representations.pdf
NLP-05-N-gram language models.pdf
NLP-06-Revision of neural networks.pdf
NLP-07-Static neural embeddings.pdf
NLP-08-Recurrent and convolutional neural networks for text.pdf
NLP-09-Transformers for text.pdf
NLP-10-BERT and T5 models.pdf
NLP-11-Generative LLMs.pdf
NLP-12 Neural information retrieval.pdf
NLP-13-POS tagging, DP and NER.pdf
NLP-14-Word senses and disambiguation.pdf
NLP-15-Affective computing.pdf
NLP-16-Machine translation.pdf
NLP-17-Summarization and QA.pdf
NLP-18-Other useful topics.pdf