Lecture slides 2021/22
- NLP-01-Introduction - language and intelligence.pdf
- NLP-02-Text preprocessing.pdf
- NLP-03-Text similarity.pdf
- NLP-04-Sparse word representations.pdf
- NLP-05-Dense word representations.pdf
- NLP-06-N-gram language models.pdf
- NLP-07-Revision of neural networks.pdf
- NLP-08-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, Transformers and BERT.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
- Simon Krek - Jezikovne dileme pri strojnem procesiranju slovenščine.pdf
- Tomaž Erjavec - CLARIN language infrastructure and standardization of language data.pdf