16 results found Sort:

brightmart
text_classification brightmart
2.6k
7.9k
mit
299
all kinds of text classification models and more with deep learning
nlp textcnn textrnn fasttext tensorflow multi-class multi-label classification memory-networks attention-mechanism text-classification sentence-classification convolutional-neural-networks
Created 2017-05-30
325 commits to master branch, last one 2 years ago
yongzhuo
Keras-TextClassification yongzhuo
405
1.8k
mit
35
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, R...
han nlp bert crnn dcnn leam rcnn dpcnn keras vdcnn xlnet albert capsule charcnn textcnn fasttext embeddings transformer text-classification keras-textclassification
Created 2019-06-13
138 commits to master branch, last one about a year ago
chenyuntc
PyTorchText chenyuntc
364
1.1k
mit
47
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)
nlp lstm pytorch textcnn textrnn fasttext textrcnn
Created 2017-08-16
10 commits to master branch, last one 6 years ago
brightmart
bert_language_understanding brightmart
211
960
unknown
49
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
nlp textcnn fasttext bert-model pre-training language-model self-attention transfer-learning question-answering text-classification transformer-encoder language-understanding document-classification attention-is-all-you-need
Created 2018-10-23
101 commits to master branch, last one 6 years ago
ShawnyXiao
TextClassification-Keras ShawnyXiao
187
815
mit
22
Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.
han nlp rcnn keras textcnn textrnn fasttext text-classification
Created 2019-01-03
27 commits to master branch, last one 4 years ago
hellonlp
classifier-multi-label hellonlp
145
728
unknown
11
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
cnn bert seq2seq textcnn attention tensorflow multi-label text-classifier text-classification classifier-multi-label multi-label-classification
Created 2020-07-13
324 commits to master branch, last one 10 days ago
jasoncao11
nlp-notebook jasoncao11
108
520
mit
7
NLP 领域常见任务的实现，包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生成、句子相似度判断、三元组抽取、预训练模型等。
nlp bert gpt2 glove electra pytorch seq2seq textcnn bert-ner textrcnn skip-gram bert-chinese distill-bert textrcnn-bert bilstm-attention bilstm-crf-model fasttext-embeddings text-classification transformer-pytorch natural-language-processing
Created 2021-04-18
393 commits to master branch, last one about a year ago
hellonlp
sentiment-analysis hellonlp
64
429
unknown
6
情感分析、文本分类、词典、bayes、sentiment analysis、TextCNN、classification、tensorflow、BERT、CNN、text classification
cnn bert dict bayes textcnn text-cnn tensorflow sentiment-analysis text-classification
Created 2020-07-02
178 commits to master branch, last one 8 months ago
kyzhouhzau
NLPGNN kyzhouhzau
65
332
mit
10
1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.
gan gcn gin gnn nlp tf2 bert gpt2 albert textcnn textgcn bert-cls bert-ner graphsage albert-ner tensorflow2 message-passing bilstm-attention graph-classfication graph-convolutional-networks
Created 2020-02-25
7 commits to master branch, last one 4 years ago
luopeixiang
textclf luopeixiang
39
236
mit
6
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。
svm bert drnn dpcnn glove pytorch textcnn textrnn word2vec configurable neuralclassifier sklearn-classify sentiment-analysis logistic-regression cnn-text-classification document-classification lstm-text-classification
Created 2019-03-24
18 commits to master branch, last one 2 years ago
catqaq
OpenTextClassification catqaq
20
197
unknown
7
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。
gru svm bert lstm dpcnn ernie pytorch textcnn textrnn torchtext naive-bayes transformers text-classification bert-text-classification multi-label-classification chinese-text-classification
Created 2018-12-07
61 commits to master branch, last one about a year ago
stanleylsx
text_classifier_tf2 stanleylsx
42
175
unknown
2
Tensorflow2.3的文本分类项目，支持各种分类模型，支持相关tricks。
textcnn textrcnn word2vec tensorflow2 classification pretrained-models
Created 2018-12-01
223 commits to master branch, last one 23 days ago
Renovamen
Text-Classification Renovamen
29
142
mit
4
PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类
cnn han nlp lstm textcnn fasttext transformer bilstm-attention text-classification document-classification hierarchical-attention-networks
Created 2020-06-16
18 commits to master branch, last one 3 years ago
BeiCunNan
Sentiment_Analysis_Imdb BeiCunNan
13
113
unknown
2
Using Bert/Roberta + LSTM/GRU/BiLSTM/TextCNN to do the sentiment analysis on the imdb datasets.
bert imdb lstm textcnn sentiment-analysis text-classification
Created 2022-10-09
33 commits to master branch, last one about a year ago
Doragd
Text-Classification-PyTorch Doragd
10
62
unknown
5
Implementation of papers for text classification task on SST-1/SST-2
nlp textcnn bilstm-attention text-classification sentiment-classification
Created 2019-08-16
7 commits to master branch, last one 2 years ago
shawroad
Text-Classification-Pytorch shawroad
3
34
apache-2.0
2
Summary and comparison of Chinese classification models
bert dpcnn nezha rdrop mengzi wobert capsule highway roberta textcnn fasttext textrcnn text-classification
Created 2022-01-30
31 commits to main branch, last one 2 years ago