ilyarudyak / cs224n-nlp-dl-2019

CS224n: Natural Language Processing with Deep Learning, Winter 2019.

Assignments

Assignment 1 (6%): Introduction to word vectors --DONE

Assignment 2 (12%): Derivatives and implementation of word2vec algorithm

• Q1 Written: Understanding word2vec (23 points)
• Q2 Coding: Implementing word2vec (20 points)

Assignment 3 (12%): Dependency parsing and neural network foundations

• Q1 Machine Learning & Neural Networks (8 points)
• Q2 Neural Transition-Based Dependency Parsing (42 points)

Assignment 4 (12%): Neural Machine Translation with sequence-to-sequence and attention

Assignment 5 (12%): Neural Machine Translation with ConvNets and subword modeling