Solutions for CS224n, Spring, 2025. Welcome to discuss problems appearing in assigments, please submit to issue. Also take notes for the key point in lectures.  

• Course page: https://web.stanford.edu/class/cs224n
• Video page: https://www.youtube.com/watch?v=8rXD5-xhemo&list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z

Welcome communications !

• note: Word Vectors I: Introduction, SVD and Word2Ve
• Word2Vec Tutorial - The Skip-Gram Model  

• coding: Assignment1

• note: Word Vectors II: GloVe, Evaluation and Trainin
• gradient-notes
• review-differential-calculus
• backprop_old

• coding: Assignment2
• writing: Assignment2

• note: Dependency Parsing
• note: Language Models and Recurrent Neural Network
• a3

• coding: Assignment3
• writing: Assignment3

• note: Machine Translation, Sequence-to-sequence and Attention
• a4

• coding: Assignment4
• writing: Assignment4