134912's starred repositories
learnopencv
Learn OpenCV : C++ and Python Examples
text_classification
all kinds of text classification models and more with deep learning
Bert-Multi-Label-Text-Classification
This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
text-classification-surveys
文本分类资源汇总，包括深度学习文本分类模型，如SpanBERT、ALBERT、RoBerta、Xlnet、MT-DNN、BERT、TextGCN、MGAN、TextCapsule、SGNN、SGM、LEAM、ULMFiT、DGCNN、ELMo、RAM、DeepMoji、IAN、DPCNN、TopicRNN、LSTMN 、Multi-Task、HAN、CharCNN、Tree-LSTM、DAN、TextRCNN、Paragraph-Vec、TextCNN、DCNN、RNTN、MV-RNN、RAE等，浅层学习模型，如LightGBM 、SVM、XGboost、Random Forest、C4.5、CART、KNN、NB、HMM等。介绍文本分类数据集，如MR、SST、MPQA、IMDB、Yelp、20NG、AG、R8、DBpedia、Ohsumed、SQuAD、SNLI、MNLI、MSRP、MRDA、RCV1、AAPD，评价指标，如accuracy、Precision、Recall、F1、EM、MRR、HL、Micro-F1、Macro-F1、P@K，和技术挑战，包括多标签文本分类。
pytorch-multi-label-classifier
A pytorch implemented classifier for Multiple-Label classification
AAAI_2019_EXAM
Official implementation of "Explicit Interaction Model towards Text Classification"
Multi-Label-Text-Classification-for-Chinese
pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.
TextLevelGCN
source code of our paper presents in EMNLP 2019. https://www.aclweb.org/anthology/D19-1345/
Bert-malware-classification
使用Bert做embedding，结合BiLSTM做恶意软件的多分类任务
TextLevelGNN
A rough re-implement of Text Level Graph Neural Network for Text Classification
text-level-gnn
Implementation of paper
TextSentimentAnalysis
bert bilstm cnn for sentiment analysis
DeepLearning-NLP
my study record for deep learning application with natural language processing problems
Graph-Neural-Network
Using Graph neural network to classify the companies based on their description