Word Vectors
- Understand word vectors
- Implement word2vec + train
Neural Dependency Parse
- Implement a neural dependency parser
Neural Machine Translation
- Implementing Neural Machine Translation with RNNs
- Deeply understand NMT systems
Advanced NMT Techniques
- Implement character-based encoder for NMT system, LSTM-based character-level decoder for NMT system, and train full NMT system
My own
- RNN / LSTM