All Projects → hellonlp → Classifier_multi_label_textcnn

hellonlp / Classifier_multi_label_textcnn

multi-label,classifier,text classification,多标签文本分类,文本分类,BERT,ALBERT,multi-label-classification

Programming Languages

python
139335 projects - #7 most used programming language

Projects that are alternatives of or similar to Classifier multi label textcnn

Text Classification Cnn Rnn
CNN-RNN中文文本分类,基于TensorFlow
Stars: ✭ 3,613 (+3014.66%)
Mutual labels:  cnn, text-classification
Multi Class Text Classification Cnn Rnn
Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
Stars: ✭ 570 (+391.38%)
Mutual labels:  cnn, text-classification
Rmdl
RMDL: Random Multimodel Deep Learning for Classification
Stars: ✭ 375 (+223.28%)
Mutual labels:  cnn, text-classification
Hierarchical Attention Networks Pytorch
Hierarchical Attention Networks for document classification
Stars: ✭ 239 (+106.03%)
Mutual labels:  cnn, text-classification
Sentiment analysis albert
sentiment analysis、文本分类、ALBERT、TextCNN、classification、tensorflow、BERT、CNN、text classification
Stars: ✭ 61 (-47.41%)
Mutual labels:  cnn, text-classification
Chinese Text Classification
Chinese-Text-Classification,Tensorflow CNN(卷积神经网络)实现的中文文本分类。QQ群:522785813,微信群二维码:http://www.tensorflownews.com/
Stars: ✭ 284 (+144.83%)
Mutual labels:  cnn, text-classification
Textclassificationbenchmark
A Benchmark of Text Classification in PyTorch
Stars: ✭ 534 (+360.34%)
Mutual labels:  cnn, text-classification
Multi Class Text Classification Cnn
Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.
Stars: ✭ 410 (+253.45%)
Mutual labels:  cnn, text-classification
Cnn Question Classification Keras
Chinese Question Classifier (Keras Implementation) on BQuLD
Stars: ✭ 28 (-75.86%)
Mutual labels:  cnn, text-classification
Eda nlp
Data augmentation for NLP, presented at EMNLP 2019
Stars: ✭ 902 (+677.59%)
Mutual labels:  cnn, text-classification
Cnn Text Classification Tf Chinese
CNN for Chinese Text Classification in Tensorflow
Stars: ✭ 237 (+104.31%)
Mutual labels:  cnn, text-classification
Char Cnn Text Classification Tensorflow
Character-level Convolutional Networks for Text Classification论文仿真实现
Stars: ✭ 72 (-37.93%)
Mutual labels:  cnn, text-classification
Cnn Text Classification Keras
Text Classification by Convolutional Neural Network in Keras
Stars: ✭ 213 (+83.62%)
Mutual labels:  cnn, text-classification
Text Cnn
嵌入Word2vec词向量的CNN中文文本分类
Stars: ✭ 298 (+156.9%)
Mutual labels:  cnn, text-classification
Text Classification Demos
Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...
Stars: ✭ 144 (+24.14%)
Mutual labels:  cnn, text-classification
Text Classification
Implementation of papers for text classification task on DBpedia
Stars: ✭ 682 (+487.93%)
Mutual labels:  cnn, text-classification
Lstm Cnn classification
Stars: ✭ 64 (-44.83%)
Mutual labels:  cnn, text-classification
Cnn intent classification
CNN for intent classification task in a Chatbot
Stars: ✭ 90 (-22.41%)
Mutual labels:  cnn, text-classification
Torchsketch
Stars: ✭ 113 (-2.59%)
Mutual labels:  cnn
Text rnn attention
嵌入Word2vec词向量的RNN+ATTENTION中文文本分类
Stars: ✭ 117 (+0.86%)
Mutual labels:  text-classification

简介

1、本项目是在tensorflow版本1.14.0的基础上做的训练和测试。
2、本项目为中文的多标签文本分类。
3、欢迎大家联系我 www.hellonlp.com
4、albert_small_zh_google对应的百度云下载地址:
链接:https://pan.baidu.com/s/1RKzGJTazlZ7y12YRbAWvyA
提取码:wuxw

使用方法

1、准备数据
数据格式为:classifier_multi_label_textcnn/data/test_onehot.csv
2、参数设置
参考脚本 hyperparameters.py,直接修改里面的数值即可。
3、训练
python train.py
4、预测
python predict.py

知乎代码解读

https://zhuanlan.zhihu.com/p/158622992

Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].