Lecture slides 2022/23
- 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-Dense word representations.pdf
- NLP-06-N-gram language models.pdf
- NLP-07-Revision of neural networks.pdf
- NLP-08-Static neural embeddings.pdf
- NLP-09-Convolutional neural networks.pdf
- NLP-10-Recurrent neural networks for text.pdf
- NLP-11-ELMo embeddings.pdf
- NLP-12-Attention mechanism.pdf
- NLP-13-Transformers for text.pdf
- NLP-14-BERT, GPT and T5 models.pdf
- NLP-15-POS tagging, DP and NER.pdf
- NLP-16-Word senses and disambiguation.pdf
- NLP-17-Affective computing.pdf
- NLP-18-Machine translation.pdf
- NLP-19-Summarization and QA.pdf
- Simon krek - Jezikoslovne dileme pri strojnem procesiranju slovenščine 2023.pdf