16 skills found
yongzhuo / Keras TextClassification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，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
cjiang2 / VDCNNImplementation of Very Deep Convolutional Neural Network for Text Classification
AlexYangLi / TextClassificationAll kinds of neural text classifiers implemented by Keras
vietnh1009 / Very Deep Cnn PytorchVery deep CNN for text classification
hbahadirsahin / Nlp Experiments In PytorchPyTorch repository for text categorization and NER experiments in Turkish and English.
LeadingIndiaAI / Fake News Detection Fake news is misinformation or manipulated news that is spread across the social media with an intention to damage a person, agency and organisation. Due to the dissemination of fake news, there is a need for computational methods to detect them. Fake news detection aims to help users to expose varieties of fabricated news. To achieve this goal, first we have taken the datasets which contains both fake and real news and conducted various experiments to organize fake news detector. We used natural processing, machine learning and deep learning techniques to classify the datasets. We yielded a comprehensive audit of detecting fake news by including fake news categorization, existing algorithms from machine learning techniques. In this project, we explored different machine learning models like Naïve Bayes, K nearest neighbors, decision tree, random forest and deep learning networks like Shallow Convolutional Neural Networks (CNN), Deep Convolutional Neural Network (VDCNN), Long Short-Term Memory Network (LSTM), Gated Recurrent Unit Network (GRU), Combination of Convolutional Neural Network with Long Short-Term Memory (CNN-LSTM) and Convolutional Neural Network with Gated Recurrent Unit (CNN-LSTM).
threelittlemonkeys / Text Classification PytorchText Classification in PyTorch
yuhsinliu1993 / VDCNNUsing keras to implement VDCNN model
Prabhu204 / Very Deep Convolutional Networks For Large Scale Image RecognitionNo description available
vietnh1009 / Very Deep Cnn TensorflowVery deep CNN for text classification
Tanat05 / Korcen Kogpt2Korean deeplearning swear word(딥러닝 기반 욕설/비속어 판별)
mukesh-mehta / VDCNNImplementation of Very Deep Convolutional Neural Network paper
hyperlex / VdcnnVery Deep Convolutional Networks with Tensor Flow
sobamchan / VDCNNhttps://arxiv.org/abs/1606.01781
WenchenLi / VDCNNtensorflow implementation of Very Deep Convolutional Networks for Text Classification
GzuPark / Naver AI Hackathon 2018No description available
