14 results found Sort:

brightmart
text_classification brightmart
2.6k
7.8k
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 about a year ago
yongzhuo
Keras-TextClassification yongzhuo
403
1.7k
mit
34
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 5 months ago
chenyuntc
PyTorchText chenyuntc
362
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
959
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 5 years ago
ShawnyXiao
TextClassification-Keras ShawnyXiao
187
817
mit
23
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
136
617
unknown
10
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
315 commits to master branch, last one 2 months ago
jasoncao11
nlp-notebook jasoncao11
106
486
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
63
374
unknown
5
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 2 months ago
luopeixiang
textclf luopeixiang
39
230
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
19
178
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
44
170
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
222 commits to master branch, last one 7 months ago
Renovamen
Text-Classification Renovamen
29
135
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
8
77
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 11 months ago
Doragd
Text-Classification-PyTorch Doragd
10
61
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 about a year ago