Course schedule
This schedule is tentative and may be changed during the semester as necessary.
| Week | Date | Topic |
|---|---|---|
| 24 | 14.02.2020 | Introduction to NLP [slides] [video] |
| 25 | 21.02.2020 | Language modeling [slides] [video] |
| 26 | 28.02.2020 | Word embeddings [slides] [video] |
| 27 | 06.03.2020 | Text classification [slides] [video] |
| 28 | 13.03.2020 | Convolutional neural networks [slides] [video] |
| 29 | 20.03.2020 | Sequence modeling [slides] [video] (Thanks to Novin for the video!) |
| 30 | 27.03.2020 | Recurrent neural networks [slides] [video] |
| 31 | 03.04.2020 | Syntactic parsing [slides] [video] |
| 32 | 10.04.2020 | Good Friday - no lecture |
| 33 | 17.04.2020 | Attention mechanism [slides] [video] |
| 34 | 24.04.2020 | Contextual word embeddings [slides] [video] |
| 35 | 01.05.2020 | Spring Day - no lecture |
| 36 | 08.05.2020 | Guest lecture by Mark Fišel (UT): Machine translation [slides] [video] |
| 37 | 15.05.2020 | Guest lecture by Eduard Barbu (UT): Ontologies and (some) of their applications [slides] [video] |
| 38 | 22.05.2020 | Guest lecture by Tanel Alumäe (TUT): Speech recognition [slides] [video] |
| 39 | 29.05.2020 | Guest lecture by Silver Traat (Texta): Texta Toolkit [slides] [video] |