Natural Language Processing (NLP)

This section organizes the NLP knowledge graph and keeps Transformer as a detailed focus topic.

Learning Path

1. Text Preprocessing
2. Text Representation
3. Language Modeling
4. Sequence Modeling
5. Syntactic Parsing
6. Semantics and Discourse
7. Downstream Tasks
8. NLP Resources

Featured Topic

• Transformer Deep Dive

Source Notes

• Topic framing references refer/AI-Knowledge-Graph/NLP.
• Transformer organization references the lecture sequence in refer/ADG_Build_Language_Model_Lectures/README.md.