This week we will investigate how NNs of various types can be used to tackle various NLP tasks.
The content of the the following pages is as follows:
22: Neural Embeddings
23: Neural Networks for Text Classification
24: Recurrent Neural Networks and Language Modeling
As always, the above includes videos, the slides that were used in the videos, required readings, and a post-lecture quiz. This particular lecture contains a lot of material that I probably won't cover in person. The videos cover more material, but you will be assessed only on the material that I cover in person.
The quiz is a chance for you to gauge your understanding of the material presented here, and so we strongly encourage you to review this content in the above order, and then complete the quiz. If there is anything you don't understand, then you have several options:
- Post a question on piazza;
- Ask a question at the in person lectures; and/or
- Ask your tutor.