Machine Learning for Natural Language Processing (part 2)

Preparatory Reading Material

• The Social Impact of Natural Language Processing

Experience

• Google NLP API Demo
• IBM Watson NLP Demo
• Google N-Gram Viewer
• WebVectors - Online Word Embeddings Demo

Lecture Slides

• Lecture 3 Slides (PDF - 3 Mb)

Lecture Notes

Work in Progress

Additional Reading Material

• Word2Vec Tutorial - The Skip-Gram Model
• Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings