Natural language processing
Graudate course (laboratory), University of Warsaw, Faculty of Mathematics, Informatics and Mechanics, 2024
Introduction and Word Vectors, Subword Models, Linguistic Structure (Dependency Parsing), Recurrent Neural Networks (RNNs) and Language Models, Machine Translation (Sequence-to-Sequence (Seq2Seq) Models, Attention Mechanisms), Contextual Representations and Pretraining, Dialogue Systems, Natural Language Generation, Question Answering, Multitask Learning