Lectures
- 08.02.2022: Introduction to NLP. Basic concepts related to textual data. Preprocessing and normalization.
- 15.02.2022: Text representations and simple text classification.
- 22.02.2022: Word embeddings
- 01.03.2022: Text representation with CNNs
- 08.03.2022: Parsing pipeline
- 15.03.2022: Note - no lecture on this week!
- 22.03.2022: Language modeling
- 29.03.2022: Text representation with RNNs
- 05.04.2022: Seq2seq modeling, attention mechanism
- 12.04.2022: Transformers
- 19.04.2022: Question answering
- 26.04.2022: Text generation
- 03.05.2022: Speech synthesis: Liisa Rätsep
- 10.05.2022: Dialogue systems: Hele-Andra Kuulmets
- 17.05.2022: Guest lecture by Aleksander Tkatšenko, Snackable