RNN神经网络- 吴恩达Andrew Ng 循环神经网络 NLP Natural Language processing and word Embeddings Week2 知识总结

Posted 2021-09-11 架构师易筋

1. Word representation - NLP and Word Embeddings

2. Using Word embeddings - NLP and Word Embeddings

3. Properties of word embeddings - NLP and Word Embeddings

4. Embedding matrix - NLP and Word Embeddings

5. Learning word embeddings - NLP and Word Embeddings

6. Word2Vec - NLP and Word Embeddings

7. Negative sampling - NLP and Word Embeddings

8. Glove word vectors - NLP and Word Embeddings

correct to:
Xij = # times j appears in content of i.
i – c
j – t

9. Sentiment classification - NLP and Word Embeddings

10. Debiasing word embeddings - NLP and Word Embeddings

参考

https://www.coursera.org/learn/nlp-sequence-models/supplement/mH69b/lectures-in-pdf