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TCPapers
Worth-reading papers and related resources on text classification. 文本分类领域值得一读的论文与相关资源集合
https://github.com/ZhengZixiang/TCPapers
Last synced: 5 days ago
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Papers
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- [paper - Encoder2) - ***GELE***
- [paper - ***YELP-HAT***
- [paper - ***TextCNN***
- [paper - ***TextRNN***
- [paper - ***TextRCNN***
- [paper - ***FastText***
- [paper - ***HAN***
- [paper - Encoder2) - ***GELE***
- [paper - nlp-with-efficient-projection.html)
- [paper - Classification)
- [paper - ***YELP-HAT***
- [paper
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Label Embedding
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Weakly-supervised & Semi-supervised Learning
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Repository & Tool
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Weakly-supervised & Semi-supervised Learning
- 649453932 / Chinese-Text-Classification-Pytorch - 开箱即用的基于PyTorch实现的中文文本分类
- AnubhavGupta3377 / Text-Classification-Models-Pytorch - Implementation of State-of-the-art Text Classification Models in Pytorch
- brightmart / bert_language_understanding - Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
- brightmart / text_classification - All kinds of text classification models and more with deep learning
- chenyuntc / PyTorchText - 1st Place Solution for Zhihu Machine Learning Challenge
- dennybritz / cnn-text-classification-tf - Convolutional Neural Network for Text Classification in Tensorflow
- linhaow / TextClassify - 基于预训练模型的文本分类模板,CCF BDCI新闻情感分析初赛A榜4/2735,复赛1%
- luopeixiang / textclf - 基于Pytorch/Sklearn的文本分类框架
- songyingxin / TextClassification - Pytorch + NLP, 一份友好的项目实践仓库
- songyingxin / Bert-TextClassification - Implemention some Baseline Model upon Bert for Text Classification
- Tencent / NeuralNLP-NeuralClassifier - An Open-source Neural Hierarchical Multi-label Text Classification Toolkit
- timoschick / pet
- Vincent131499 / TextClassifier_Transformer - 个人基于谷歌开源的BERT编写的文本分类器
- ZhengZixiang / OpenTC - Exploring various text classification models based on PyTorch
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Survey & Tutorial
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Weakly-supervised & Semi-supervised Learning
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Posts
Programming Languages
Categories
Sub Categories
Keywords
fasttext
5
nlp
5
textcnn
5
pytorch
4
textrnn
4
text-classification
3
classification
2
convolutional-neural-networks
2
document-classification
2
textrcnn
2
transformer-encoder
1
transfer-learning
1
self-attention
1
question-answering
1
pre-training
1
language-understanding
1
language-model
1
bert-model
1
attention-is-all-you-need
1
transformer
1
seq2seq
1
recurrent-neural-networks
1
rcnn
1
deep-learning
1
python
1
machine-learning
1
word2vec
1
svm
1
sklearn-classify
1
sentiment-analysis
1
neuralclassifier
1
lstm-text-classification
1
logistic-regression
1
glove
1
drnn
1
dpcnn
1
configurable
1
cnn-text-classification
1
bert
1
lstm
1
tensorflow
1
sentence-classification
1
multi-label
1
multi-class
1
memory-networks
1
attention-mechanism
1
attention
1