1. Introduction
2. Deep learning for NLP
3. Language modeling
4. Part-of-speech tagging, syntactic parsing
5. Named entity recognition, entity linking
6. Coreference resolution
7. Information extraction
8. Machine Translation
9. Question Answering
10. Summarization, Generation
11. Language grounding
12. Domain adaptation
13. Unsupervised learning