Machine Learning for Natural Language Processing
This lecture provides an introduction to advanced topics in the area of Natural language processing, with a focus on Deep Learning-based methods.
Some topics of the lecture are:
- Introduction to Neural Networks, Backpropagation
- Convolutional Neural Networks
- Recurrent Neural Networks
- Transformers and Large Language Models
- Introduction to PyTorch
- Word Embeddings
- Sentiment Analysis
- Text Generation
The lecture will take place on Thursday, 12:30 - 14:00 in Übungsraum 1. The first lecture will be on April 20th, 2023.
All important information and material (announcements, slides, excercise sheets, ...) will be made available on WueCampus. Please register for the WueCampus-course!
The exam registration will be done via WueStudy.