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

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ilyarudyak/cs224n-nlp-dl-2019

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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

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

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