SUMORAN / Bert-CNN-CapsuleLinks
Use Bert-CNN-Capsule for text classification
☆10Updated 6 years ago
Alternatives and similar repositories for Bert-CNN-Capsule
Users that are interested in Bert-CNN-Capsule are comparing it to the libraries listed below
Sorting:
- 使用分层注意力机制 HAN + 多任务学习 解决 AI Challenger 细粒度用户评论情感分析 。https://challenger.ai/competition/fsauor2018☆58Updated 6 years ago
- 集成各种神经网络进行情感分类，包括CNN、LSTM、Transformer以及BERT等网络模型☆73Updated 6 years ago
- Capsule, LSTM/GRU, CNN for text class implemented by Pytorch 胶囊网络, 循环神经网络和卷积神经网络在中文文本分类中的应用☆44Updated 6 years ago
- Industry chain data test：Sentence classify Bi-GRU-att☆21Updated 7 years ago
- the implementation for Disconnected Recurrent Neural Networks☆35Updated 7 years ago
- In pytorch Learing Neural Networks likes CNN(Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) 、LSTM、BiLSTM、D…☆21Updated 7 years ago
- A pytorch implementation of CapsNet for text classification 汽车行业用户观点主题及情感识别为例(subject-and-sentiment-analysis)☆85Updated 6 years ago
- 在bert模型的pre_training基础上进行text_cnn文本分类☆79Updated 5 years ago
- ☆134Updated 2 years ago
- 原始项目:[GCN_AAAI2019](https://github.com/yao8839836/text_gcn/) add:多标签分类支持☆18Updated 5 years ago
- Text classification NLP pipeline with transformers☆26Updated 2 months ago
- cnn bilstm crf 作中文命名实体识别☆13Updated 5 years ago
- classical model code implementation of few-shot/one-shot lenaring, including siamese network, prototypical network, relation network, ind…☆138Updated 5 years ago
- 两层attention 的lstm评论情感分析☆23Updated 7 years ago
- CNN,RNN ,Activation functions, Graph Convolutional Networks(GCN) for Text Classification☆32Updated 5 years ago
- Multilabel classification based on TextCNN and Attention☆78Updated 5 years ago
- Reproducing the paper — Deep Short Text Classification with Knowledge Powered Attention☆102Updated 4 years ago
- ☆167Updated 6 years ago
- torchtext使用总结，从零开始逐步实现了torchtext文本预处理过程，包括截断补长，词表构建，使用预训练词向量，构建可用于PyTorch的可迭代数据等步骤。并结合Pytorch实现LSTM.☆176Updated 6 years ago
- PyTorch Bert Text Classification☆31Updated 6 years ago
- Attention-based Induction Networks for Few-Shot Text Classification☆45Updated 5 years ago
- 主要是实现nlp常用网络以及结果比较，各模型的优劣势，如:FastText,TextCNN,TextRNN,TextRCNN,BiLSTM,Seq2seq,BERT,Transformer,ELMo以及Attention机制等等。☆46Updated 6 years ago
- Hierarchically-Refined Label Attention Network for Sequence Labeling☆294Updated 4 years ago
- supervised relation extraction for PCNN (Zeng 2014) in pytorch 关系抽取☆138Updated 6 years ago
- BERT-BiLSTM-CRF的Keras版实现☆40Updated 6 years ago
- Zhuang Chen, Tieyun Qian: Transfer Capsule Network for Aspect Level Sentiment Classification. ACL 2019: 547-556☆45Updated 4 years ago
- Exploration of BERT-BiLSTM models with Layer Aggregation (attention-based and capsule-routing-based) and Hidden-State Aggregation (attent…☆25Updated 5 years ago
- Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism☆202Updated 7 years ago
- bert for chinese text classification☆10Updated 6 years ago
- ☆30Updated 5 years ago