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https://github.com/suous/cs224n

CS224N: Natural Language Processing with Deep Learning, Stanford / Winter 2023
https://github.com/suous/cs224n

cs224n cs224n-assignment-solutions nlp

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CS224N: Natural Language Processing with Deep Learning, Stanford / Winter 2023

Host: GitHub
URL: https://github.com/suous/cs224n
Owner: suous
Created: 2023-08-01T02:23:44.000Z (over 1 year ago)
Default Branch: main
Last Pushed: 2023-08-29T06:54:29.000Z (over 1 year ago)
Last Synced: 2023-08-29T13:48:47.397Z (over 1 year ago)
Topics: cs224n, cs224n-assignment-solutions, nlp
Language: Python
Homepage:
Size: 6.83 MB
Stars: 0
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

README

        
CS224N - Natural Language Processing with Deep Learning


Stanford - Winter 2023


## Assignments

- [Assignment 1 (6%): Introduction to word vectors](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a1)

  - [Code](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a1/code)

  - [Additional Notes](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a1/additional-notes)

- [Assignment 2 (12%): Derivatives and implementation of word2vec algorithm](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a2)

  - [Code](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a2/code)

  - [Handout](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a2/handout)

  - [Additional Notes](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a2/additional-notes)

- [Assignment 3 (12%): Dependency parsing and neural network foundations](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a3)

  - [Code](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a3/code)

  - [Handout](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a3/handout)

  - [Additional Notes](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a3/additional-notes)

- [Assignment 4 (12%): Neural Machine Translation with sequence-to-sequence, attention, and subwords](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a4)

  - [Code](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a4/code)

  - [Handout](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a4/handout)

  - [Additional Notes](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a4/additional-notes)

- [Assignment 5 (12%): Self-supervised learning and fine-tuning with Transformers](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a5)

  - [Code](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a5/code)

  - [Handout](cs224n-natural-language-processing-with-deep-learning/2023/assignments/a5/handout)