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CS224N 课程主页:http://web.stanford.edu/class/cs224n/
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CS224N-2021 课程安排:https://web.stanford.edu/class/archive/cs/cs224n/cs224n.1214/
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2017视频链接[bilibili]:https://www.bilibili.com/video/BV1pt411h7aT
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2021视频链接[bilibili]:https://www.bilibili.com/video/BV18Y411p79k
- Assignment 1:词向量介绍
- Assignment 2:实现word2vec 算法
- Assignment 3:依赖解析和神经网络基础
- Assignment 4:具有序列到序列、注意力和子词的神经机器翻译
- Assignment 5:使用 Transformers 进行自我监督学习和微调