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3 models: MLP, Text CNN and LSTM targeted on sentiment classification.

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Sentiment Classification 情感分类:MLP vs Text CNN vs LSTM

使用 Pytorch,对比三种模型对情感分类任务的表现。

注:本项目是清华大学 2020~2021 春季学期人工智能导论课程的作业,当时攥写的报告见 report.pdf,细节/实验结果均见于此。

需要

  • Python 3.6
  • Pytorch 1.7

使用方法

python main.py --help

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3 models: MLP, Text CNN and LSTM targeted on sentiment classification.

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