CloneNOX / MSA-BiGCN
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。
☆41Updated 6 months ago
Related projects ⓘ
Alternatives and complementary repositories for MSA-BiGCN
- 微博谣言检测，LSTM/GRU☆76Updated 4 years ago
- Source code for the ICASSP 2023 paper "RUMOR DETECTION VIA ASSESSING THE SPREADING PROPENSITY OF USERS"☆10Updated last year
- Source Code for TrustCom2022 Accepted Paper " 'Comments Matter and The More The Better': Improving Rumor Detecion with User Comments".☆14Updated last year
- 疫情期间互联网虚假新闻检测实现代码和解析☆13Updated 4 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。☆62Updated last year
- 使用pytorch完成的一个多模态分类任务，文本和图像部分分别使用了bert和resnet提取特征（在config里可以组合多种模型）,在我的小规模数据集上取得了良好的性能（验证集acc96%）☆68Updated last year
- This is the source code of IJCNN 2023 paper TieFake: Title-Text Similarity and Emotion-Aware Fake News Detection (TieFake).☆16Updated 11 months ago
- Official repository for "Generalizing to the Future: Mitigating Entity Bias in Fake News Detection", SIGIR 2022.☆37Updated 2 years ago
- Official repository for "Memory-Guided Multi-View Multi-Domain Fake News Detection", IEEE TKDE.☆54Updated last year
- SpotFake(Pytorch)☆25Updated 8 months ago
- 基于CNN、RNN、GCN、BERT的中文文本分类☆43Updated last year
- 基于bert的文本情感分析☆11Updated 2 years ago
- ☆14Updated 2 years ago
- source code for TKDE paper “CED: Credible Early Detection of Social Media Rumors”☆26Updated 4 years ago
- 疫情期间互联网虚假新闻检测☆11Updated 4 years ago
- 有关多任务学习的基于知识图谱的推荐系统和图谱补全（嵌入）联合训练的几篇论文复现☆44Updated 3 years ago
- ☆32Updated 2 years ago
- 基于LSTM的谣言检测☆33Updated 7 months ago
- Source code and data in paper "MDFEND: Multi-domain Fake News Detection (CIKM'21)"☆163Updated 2 years ago
- 本项目采用多模态特征融合和引入外部知识的方式来检测短视频谣言，创新性地引入了对比学习的方式实现了谣言的区分☆17Updated last year
- ☆31Updated 3 years ago
- Chinese Rumor Recognition 本科毕业设计论文-中文谣言检测☆51Updated 5 years ago
- 基于深度学习的文本分类，实现基于CNN和RNN的文本分类☆11Updated 3 years ago
- Pytorch Bert+BiLstm二分类☆37Updated 3 years ago
- Using Bert/Roberta + LSTM/GRU/BiLSTM/TextCNN to do the sentiment analysis on the imdb datasets.☆108Updated last year
- ☆28Updated last year
- Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge (ACL 2021)☆98Updated 3 years ago
- 基于社交影响力与用户兴趣扩散的图神经网络推荐算法设计与实现☆16Updated last year
- 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。☆93Updated 2 years ago
- 中文谣言和虚假新闻数据集☆36Updated last year