In this repository, you can find my course work for the subject Second Year Project (Introduction to Natural Language Processing and Deep Learning) taken at IT University of Copenhagen. Here is a quick overview:
- Week 1: Regular expression, command line
- Week 2: Annotation and POS tagging, Generative and Discriminative Classification
- Week 3: Sequence Prediction with HMMs, Language Identification with a Feedforward Neural Network
- Week 4: What do word embeddings represent, Implement the continuous bag of words model for estimating word embeddings
- Week 5: POS tagging with an RNN, Bi-LSTM for language classification
- Week 6: Elmo, Bert
- final project: includes both the chosen project as well as necessary pre-project work
- notes: if you want to improve them, let me know and I can share edit access
The course content and all relevant information can be accessed through the dedicated github repository.