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32 search results found

Text_classification ⭐ 7,628

all kinds of text classification models and more with deep learning

Neuralnlp Neuralclassifier ⭐ 1,650

An Open-source Neural Hierarchical Multi-label Text Classification Toolkit

Keras Textclassification ⭐ 1,641

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastTex RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

Textclassifier ⭐ 754

tensorflow implementation

Textclassification Keras ⭐ 649

Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.

Sentiment_analysis_fine_grain ⭐ 504

Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger

Textclassification ⭐ 255

Pytorch + NLP, 一份友好的项目实践仓库

Text Cnn Tensorflow ⭐ 211

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

Nlp_research ⭐ 170

NLP research：基于tensorflow的nlp深度学习项目，支持文本分类/句子匹配/序列标注/文四大任务

Text_classifier_tf2 ⭐ 161

Tensorflow2.3的文本分类项目，支持各种分类模型，支持相关tricks。

Text Classification Demos ⭐ 106

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

Textclassification ⭐ 55

Text classification models

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 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

A deep text classifiers library.

Textclassification ⭐ 32

All kinds of neural text classifiers implemented by Keras

Text Classification ⭐ 31

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

Coolnltk ⭐ 23

Text Classification ToolKit

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

Sohu 2018 4th Place Solution ⭐ 17

2018搜狐内容识别算法大赛-解决方案（4th）

Deepclassifier ⭐ 13

DeepClassifier is aimed at building general text classification model library.It's easy and user-friendly to build any text classification task.

Video_title_classification ⭐ 12

Video short title classification.

Nlp Guide ⭐ 12

Toxic_comments ⭐ 12

Toxic Comment Classification Challenge | Kaggle

Text_classification ⭐ 11

keras implementation of text classification algorithms

Multi Label_text_classification ⭐ 11

Baidu 95categories of multi-label test question classification

Textsentimentclassification ⭐ 11

TextSentimentClassification, using tensorflow.

Text_classification ⭐ 9

Summary of Text Classification in deep learning techniques implemented by PyTorch and TensorFlow. 深度学习文本分类技术总结，以PyTorch实现。

Bcn Cnn Text Classification ⭐ 6

Text classification experiments using TextCNNs and Bi-attentive Classification Networks

Text Classification ⭐ 5

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

TensorFlow implementation of a CNN for Text Classification

Textcnn Keras ⭐ 5

Text CNN for text classification

Bert_fine_tuning ⭐ 5

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

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