NSU Natural Language Processing course by Ivan Bondarenko
Labs
- lab1 - Sentiment classigication: lemmatize, n-grams, collocations, using logistic regression. Trying AutoML (Grid search and Bayes search) - dataset
- lab2 - Sentiment classification using Spacy library and convolutional neural network, same dataset
- lab3 - Named Entity Recognition using RNN - dataset
- lab4 - Text summarization using MT5 transformer - dataset