Projects in Awesome Lists tagged with textcnn

https://github.com/brightmart/text_classification

all kinds of text classification models and more with deep learning

attention-mechanism classification convolutional-neural-networks fasttext memory-networks multi-class multi-label nlp sentence-classification tensorflow text-classification textcnn textrnn

Last synced: 18 Dec 2024

https://github.com/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

albert bert capsule charcnn crnn dcnn dpcnn embeddings fasttext han keras keras-textclassification leam nlp rcnn text-classification textcnn transformer vdcnn xlnet

Last synced: 18 Dec 2024

https://github.com/chenyuntc/PyTorchText

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)

fasttext lstm nlp pytorch textcnn textrcnn textrnn

Last synced: 31 Oct 2024

https://github.com/chenyuntc/pytorchtext

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)

fasttext lstm nlp pytorch textcnn textrcnn textrnn

Last synced: 17 Dec 2024

https://github.com/brightmart/bert_language_understanding

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

attention-is-all-you-need bert-model document-classification fasttext language-model language-understanding nlp pre-training question-answering self-attention text-classification textcnn transfer-learning transformer-encoder

Last synced: 18 Dec 2024

https://github.com/brightmart/sentiment_analysis_fine_grain

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

bert fine-grained-classification language-model multi-label-classification online pre-train sentiment-analysis text-classification textcnn

Last synced: 15 Dec 2024

https://github.com/yongyehuang/zhihu-text-classification

[2017知乎看山杯多标签文本分类] ye组(第六名) 解题方案

han lstm multi-label tensorflow text-classification textcnn

Last synced: 16 Dec 2024

https://github.com/kyzhouhzau/nlpgnn

1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

albert albert-ner bert bert-cls bert-ner bilstm-attention gan gcn gin gnn gpt2 graph-classfication graph-convolutional-networks graphsage message-passing nlp tensorflow2 textcnn textgcn tf2

Last synced: 15 Dec 2024

https://github.com/brightmart/ai_law

all kinds of baseline models for long text classificaiton( text categorization)

accusation ai attention crime fasttext hierarchical-attention-network law relevant-articles text-categorization text-classification textcnn

Last synced: 18 Dec 2024

https://github.com/luopeixiang/textclf

TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型，通过简单配置即可完成数据处理、模型训练、测试等过程。

bert cnn-text-classification configurable document-classification dpcnn drnn glove logistic-regression lstm-text-classification neuralclassifier pytorch sentiment-analysis sklearn-classify svm textcnn textrnn word2vec

Last synced: 20 Nov 2024

https://github.com/renovamen/text-classification

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

bilstm-attention cnn document-classification fasttext han hierarchical-attention-networks lstm nlp text-classification textcnn transformer

Last synced: 10 Nov 2024

https://github.com/doragd/text-classification-pytorch

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

bilstm-attention nlp sentiment-classification text-classification textcnn

Last synced: 18 Dec 2024

https://github.com/macanv/mqnlp

自然语言处理相关实验实现 some experiment of natural language processing, Like text classification, named entity recognition, pos-tags, segment, key words extractor, auto summarize etc.

fasttext lstm ner pos-tagging segment sequence-labeling textclassification textcnn textrnn

Last synced: 07 Nov 2024

https://github.com/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。

bert bert-text-classification chinese-text-classification dpcnn ernie gru lstm multi-label-classification naive-bayes pytorch svm text-classification textcnn textrnn torchtext transformers