zhangyongheng78 / COVID19-Fake-News-Detection-Using-BERT
Covid-19 fake news detection using BERT, BERT+CNN, and BERT+BiLSTM
☆19Updated 3 years ago
Alternatives and similar repositories for COVID19-Fake-News-Detection-Using-BERT:
Users that are interested in COVID19-Fake-News-Detection-Using-BERT are comparing it to the libraries listed below
- 微博谣言检测,LSTM/GRU☆85Updated 4 years ago
- Using Bert/Roberta + LSTM/GRU/BiLSTM/TextCNN to do the sentiment analysis on the imdb datasets.☆138Updated last year
- 中山大学2022届本科生毕业论文《基于注意力机制和图卷积神经网络的多任务谣言检测》代码实现和baseline代码。现采用BERT作为编码器,实现了新的模型。☆50Updated last month
- Pytorch Bert+BiLstm二分类☆42Updated 3 years ago
- 基于word2vec预训练词向量; textCNN 模型 ;charCNN 模型 ;Bi-LSTM模型;Bi-LSTM + Attention 模型 ;Transformer 模型 ;ELMo 预训练模型 ;BERT 预训练模型的文本分类项目☆118Updated 4 years ago
- 基于bert的文本情感分析☆11Updated 2 years ago
- 本项目利用KERAS结合不同的分类器并使用Glove词向量,对文本进行多标签分类。This project uses KERAS,Glove and many classifiers to classify text multi-label classification☆20Updated 4 years ago
- AAAI2021 COVID19-Fake-News-Detection-in-English challenge 3rd soulution☆25Updated 2 years ago
- COVID-19-sentiment-analysis-dataset-Weibo☆37Updated 4 years ago
- 用MLP、TextCNN、RNN、LSTM、GRU、Attention、RCNN、BERT做文本分类、情感分析,对比各模型于温泉旅游评论垂类语料下在情感分类任务上的表现☆94Updated 3 years ago
- ☆32Updated 3 years ago
- Classifying text using Bi-LSTM, Transformer, BERT-ATT, BERT-BILSTM and BERT-CNN(文本分类)ChineseGLUE☆12Updated 2 years ago
- 基于CNN、RNN、GCN、BERT的中文文本分类☆43Updated last year
- 利用bert和textcnn解决多标签文本分类的demo。☆32Updated 2 years ago
- 中文二分类,bert+TextCNN 两种实现方法☆22Updated 2 years ago
- smp ewect code☆77Updated 4 years ago
- This is a nlp project about sentiment analysis using bert and including the dataset☆72Updated last year
- 基于BERT模型的中文文本情感分类☆36Updated 2 years ago
- 在SMP2020的微博情绪分类任务上,微调在中文预料上预训练的BERT模型,进行文本分类。☆104Updated 2 years ago
- 一个基础且完整的细粒度情感分析(ABSA,Aspect based sentiment analysis)案例☆83Updated 5 years ago
- 毕业设计:基于Bert_Position_BiLSTM_Attention_CRF_LSTMDecoder 的法律文书要素识别☆55Updated 4 years ago
- Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge (ACL 2021)☆104Updated 3 years ago
- bert文本多分类(情感分析)、bert-bilstm-crf序列标注任务(快递地址的序列标注任务)☆31Updated 3 years ago
- The PyTorch 1.6 and Python 3.7 implementation for the paper Graph Convolutional Networks for Text Classification☆112Updated 4 years ago
- 2019 FlyAI 中文微博的立场检测☆11Updated 5 years ago
- 基于PaddleNLP搭建评论观点抽取和属性级情感分析模型,并基于前后端分离式架构完成属性级情感分析Web系统搭建,通过细粒度情感分析帮助用户和商家更好决策。☆65Updated last year
- BERTopic 中文使用範例☆19Updated last year
- THUCNews中文文本分类数据集,该数据集包含84万篇新闻文档,总计14类;在该模型的基础上测试多个版本bert分类效果。☆60Updated 4 years ago
- 利用bert预训练模型生成句向量或词向量☆27Updated 4 years ago
- Source code and data in paper "MDFEND: Multi-domain Fake News Detection (CIKM'21)"☆183Updated 2 years ago