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paddle_rumor-detection's Introduction

paddle_rumor-detection

简介

  • 本项目主要是为了介绍RNN以及双向RNN,包含了模型结构、反向传播、梯度消失和梯度爆炸爆炸等知识点。为了便于理解,添加了一个实战项目——基于RNN以及其变体模型的谣言检测任务。实战项目使用了vanilla RNN,lstm,bilstm,gru,bigru五个模型来帮助初学者了解如何从零开始用RNN家族的模型进行文本分类任务。

数据集

微博谣言数据集

环境与主要包

  • python3.7
  • paddlepaddle 2.2.0

aistudio链接:https://aistudio.baidu.com/aistudio/projectdetail/3511864

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