Sentiment Analysis: Using Convolutional Neural Networks

English Version pytorch
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https://d2l.ai/chapter_natural-language-processing-applications/sentiment-analysis-cnn.html

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To learn more about Max-Over-Time Pooling, Pls refer to 天然语言处理中CNN模型几种常见的Max Pooling操做 (In Chinese Simplifed)

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some questions:

  1. in currently , both rnn and cnn solutions are poor.what’s the root cause? pertained model?
  2. I cut the classifier head in this model , then uses it to do compare ‘sentences similarity’ , it works.