chinese-text-classification

There are 8 repositories under chinese-text-classification topic.

• practicingman / chinese_text_cnn

  TextCNN Pytorch实现 中文文本分类 情感分析

  text-cnntext-classificationchinese-text-classificationnlp
  Language:Python 542

• yuantailing / ctw-baseline

  Baseline methods for [CTW dataset](https://ctwdataset.github.io/)

  ctwdatasetchinese-text-detectionchinese-text-classification
  Language:Python 327

• yongzhuo / Pytorch-NLU

  Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词、抽取式文本摘要等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of spee

  python3pytorchtext-classificationsequence-labelingnamed-entity-recognitionword-segmentationpos-taggingchinese-text-segmentationchinese-text-classificationtransformersbertpretrained-models
  Language:Python 289

• catqaq / OpenTextClassification

  OpenTextClassification is all you need for text classification! Open text classification for everyone, enjoy your NLP journey! 这可能是目前为止最全面的开源文本分类项目，支持中英双语、多种模型、多种任务。

  text-classificationtorchtextpytorchlstmgrutextcnnbertdpcnnernienaive-bayessvmtextrnntransformersmulti-label-classificationbert-text-classificationchinese-text-classification
  Language:Python 174

• CementMaker / cnn_lstm_for_text_classify

  CNN, LSTM, NBOW, fasttext 中文文本分类

  cnnrnnnbowchinese-text-classificationlstmlstm-neural-networksattention
  Language:Python 118

• lonePatient / BERT-chinese-text-classification-pytorch

  This repo contains a PyTorch implementation of a pretrained BERT model for text classification.

  bertchinesechinese-text-classificationnlppytorchtext-classification
  Language:Python 97

• lonePatient / ERNIE-text-classification-pytorch

  This repo contains a PyTorch implementation of a pretrained ERNIE model for text classification.

  ernietext-classificationpytorchchinese-text-classificationpython3bert
  Language:Python 53

• dingyh0626 / Bert-THUCNews-Classification

  Bert-based text classification

  nlpberttext-classificationchinese-text-classification
  Language:Python 11

• TommyWongww / Sentiment-Text-Classification-Pytorch

  sentiment-analysis,document-classification,svm,logistic-regression,rcnn-text-classification, cnn-text-classification, lstm-text-classification, naive-bayes-classifier, sklearn-classify, pytorch

  sentiment-classificationpytorchtext-classificationcnn-pytorchrcnnself-attentionlstm-attentionchinese-text-classificationsentiment-analysissvm-classifiernaive-bayes-classifierknn-classifierdeep-learning
  Language:Python 7

• titicaca / keras-text-cls

  Text Classification Lib on Keras

  text-classificationnlpkeras-modelstext-processingdeep-learningkeras-classification-modelschinese-text-classificationcnnrcnnrnntextcnnhierarchical-attention-network
  Language:Python 4

• fuhailin / mailFilter

  Python3实现的朴素贝叶斯中文垃圾邮件过滤 Naive Bayesian Chinese mail filter

  chinese-text-classificationnaive-bayes-classifier
  Language:Python 3

• jasonlovescoding / NaiveBayesTextClassifier

  A naive Bayes (Chinese) text classifier in java

  bayesian-methodschinese-text-classification
  Language:Java 1

• superboySB / SparkDocumentClassifier

  Text-Classifier by SparkML

  sparkspark-mlscalatext-classificationchinese-text-classificationmulti-class-classification
  Language:Scala

• syw2014 / Chinese-Text-MultiClassification

  A repo about the architecture and methods of chinese text multiClassification,which may be include classification algorithms and deep learning method.

  chinese-text-classificationtext-representationmachine-learningfeature-engineeringdeep-learning
  Language:Python