CS224n: Natural Language Processing with Deep Learning

Stanford / Winter 2019

This repository is my complete implementation for assignments and projects in CS224n: Natural Language Processing with Deep Learning.

Course links

• Course page
• Lecture videos 2019 - Youtube

Assignments

• Assignment 1: code - Exploring word vectors
• Assignment 2: code | handout - Training word2vec
• Assignment 3: code | handout - Neural Dependency Parser
• Assignment 4: code | handout - Neural Machine Translation
• Assignment 5: code | handout - Character-based NMT

Final Project

Question Answering - SQuAD 2.0: handout | starter code