xiaobaicxy / text-classification-BiLSTM-Attention-pytorchLinks
文本分类， 双向lstm + attention 算法
☆90Updated 4 years ago
Alternatives and similar repositories for text-classification-BiLSTM-Attention-pytorch
Users that are interested in text-classification-BiLSTM-Attention-pytorch are comparing it to the libraries listed below
Sorting:
- BiLSTM 加普通Attention中文文本多分类Pytorch实现☆33Updated 4 years ago
- Pytorch Bert+BiLstm二分类☆42Updated 3 years ago
- A PyTorch Tutorials of Sentiment Analysis Classification (RNN, LSTM, Bi-LSTM, LSTM+Attention, CNN)☆313Updated 2 years ago
- pytorch实现的LSTM简易文本分类（附代 码详解）☆38Updated 5 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☆120Updated 4 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☆72Updated 6 years ago
- ☆275Updated 3 years ago
- Pytorch Implementation of Attention-Based BiLSTM for Relation Extraction ("Attention-Based Bidirectional Long Short-Term Memory Networks …☆44Updated 10 months ago
- BiLSTM with Multi-Headed Self Attention for sentiment classification of Twitter data, implemented in Keras and PyTorch.☆27Updated 4 years ago
- Sentiment Analysis-Pytorch(情感分析的Pytorch实现)☆64Updated 4 years ago
- ☆30Updated 4 years ago
- 利用CNN,LSTM,CNN_LSTM,TextCNN,Bi-LSTM和传统的机器学习算法进行情感分析，参考：https://github.com/Edward1Chou/SentimentAnalysis☆91Updated 6 years ago
- 基于LSTM网络与自注意力机制对中文评论进行细粒度情感分析☆55Updated 3 years ago
- 基于深度学习框架pytorch实现的中文文本分类，目前包括textcnn,textrnn,textrcnn,textrnn+attention,transformer☆47Updated 3 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☆95Updated 4 years ago
- ☆166Updated 6 years ago
- 基于pytorch进行文本多分类，主要模型为双向LSTM，预测准确率83%☆44Updated 5 years ago
- 使用pytorch搭建textCNN实现中文文本分类☆128Updated 6 years ago
- 文本分类之特征选择☆11Updated 7 years ago
- 用TensorFlow搭建CNN/RNN/LSTM/GRU/BiRNN/BiLSTM/BiGRU/Capsule Network等deep learning模型☆59Updated 6 years ago
- 使用rnn,lstm,gru,fasttext,textcnn,dpcnn,rnn-att,lstm-att,兼容huggleface/transformers，以及以transforemrs作为词嵌入模型，后面接入cnn、rnn、attention等等做文本分类。以及各个…☆508Updated 2 years ago
- 多标签多分类的textCNN☆12Updated 4 years ago
- keras 搭建文本分类模型，textcnn/bi_gru/cnn+rnn_binglian/cnn+rnn_cuanlian/fasttext/att_bi_gru/rcnn,其中前面四个模型只有create_model函数不同，其余相同，fasttext和rcnn增加了…☆24Updated 6 years ago
- 电商评论情感分类☆15Updated 4 years ago
- Industry chain data test：Sentence classify Bi-GRU-att☆21Updated 6 years ago
- Lstm+Cnn 预训练词向量 文本分类☆102Updated 6 years ago
- 基于pytorch框架，针对文本分类的机器学习项目，集成多种算法(xgboost, lstm, bert, mezha等等)，提供基础数据集，开箱即用，方便自己二次拓展，持续更新☆30Updated 2 years ago
- mlp/rnn/gru + attention 实现文本情感分析☆22Updated 6 years ago
- 利用bert预训练模型生成句向量或词向量☆27Updated 4 years ago
- CNN-BiGRU-Attention模型☆92Updated 3 years ago