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Text_classification ⭐ 7,628

all kinds of text classification models and more with deep learning

Pytorchtext ⭐ 959

1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)

Classifier Multi Label ⭐ 548

多标签文本分类，多标签分类，文本分类, multi-label, classifier, text classification, BERT, seq2seq，attention, multi-label-classification

Sentiment Analysis ⭐ 329

情感分析、文本分类、词典、bayes、sentiment analysis、TextCNN、classification、tensorflow、BERT、CN classification

Text Cnn Tensorflow ⭐ 211

Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow

Slot_filling_intent_joint_model ⭐ 161

attention based joint model for intent detection and slot filling

Semg_deeplearning ⭐ 111

sEMG-based gesture recognition using deep learnig

Text Classification Demos ⭐ 106

Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...

Cnn_multilabel_classification ⭐ 50

Multilabel classification based on TextCNN and Attention

Text Classification Pytorch ⭐ 47

Implementation of papers for text classification task on SST-1/SST-2

Text_bert_cnn ⭐ 44

在bert模型的pre_training基础上进行text_cnn文本分类

Text Classification Cn ⭐ 33

中文文本分类实践，基于搜狗新闻语料库，采用传统机器学习方法以及预训练模型等方法

Text Classification ⭐ 31

PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类

Medical Diagnosis Cnn Rnn Rcnn ⭐ 25

分别使用rnn/cnn/rcnn来实现根据患者描述，进行疾病诊断

Easy_textcnn_rnn ⭐ 25

tensorflow TxetCnn TextRNN 使用Textcnn、Textrnn对文本进行分类

Text_classification_tf ⭐ 19

用tf实现各种文本分类模型，并且封装restful接口，可以直接工程化

Toxic_comments ⭐ 12

Toxic Comment Classification Challenge | Kaggle

Text_classify_by_keras ⭐ 12

keras 搭建文本分类模型，textcnn/bi_gru/cnn+rnn_binglian/cnn+rnn_c

Video_title_classification ⭐ 12

Video short title classification.

Textsentimentclassification ⭐ 11

TextSentimentClassification, using tensorflow.

Bdci2017 360 ⭐ 7

NLP方面的一些小的demo,包括文本生成,文本分类,文本聚类等等,使用tensorflow实现,长

Textclassification ⭐ 5

基于tensorflow的文本分类 Text classification

Bert_fine_tuning ⭐ 5

Work in progress for fine tuning the BERT for multi-class classification problem

TensorFlow implementation of a CNN for Text Classification

Textcnn Keras ⭐ 5

Text CNN for text classification

Text Classification ⭐ 5

Text Classification Models - CNN, RCNN, RNN-ATTN [PyTorch]

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