Li-Ming-Fan / text_classificationLinks
Text classification models: cnn, self-attention, cnn-rnf, rnn-att, capsule-net. TensorFlow. Single GPU or multi GPU
☆19Updated 5 years ago
Alternatives and similar repositories for text_classification
Users that are interested in text_classification are comparing it to the libraries listed below
Sorting:
- Tensorflow Implementation of Densely Connected Bidirectional LSTM with Applications to Sentence Classification☆47Updated 7 years ago
- RAdam optimizer for keras☆71Updated 5 years ago
- 利用keras搭建的胶囊网络(capsule network文本分类模型,包含RNN、CNN、HAN等,其中keras_utils包含了capsule层和attention层的keras实现☆78Updated 6 years ago
- Densely Connected CNN with Multi-scale Feature Attention for Text Classification☆132Updated 6 years ago
- Keras Conv+BiLSTM for Named Entity Recognition☆24Updated 7 years ago
- bert on Jigsaw Unintended Bias in Toxicity Classification☆50Updated 6 years ago
- Implement en-fr translation task by implenting seq2seq, encoder-decoder in RNN layers with Attention mechanism and Beamsearch inference d…☆21Updated 7 years ago
- A Keras Implementation of Attention_based Siamese Manhattan LSTM☆54Updated 7 years ago
- Self-Attention: A Better Building Block for Sentiment Analysis Neural Network Classifiers - paper's code for the 9th Workshop on Computat…☆53Updated 6 years ago
- Highway Networks implement in pytorch☆71Updated 2 years ago
- comment_toxic☆14Updated 7 years ago
- ☆38Updated 8 years ago
- Transfer Learning for Named Entity Recognition☆10Updated 6 years ago
- An example attention network with simple dataset.☆229Updated 6 years ago
- QANet in keras (with Cove)☆66Updated 6 years ago
- 自注意力与文本分类☆119Updated 6 years ago
- Ordered Neurons LSTM☆30Updated 3 years ago
- Hierarchical BiLSTM CNN using Keras☆77Updated 7 years ago
- 在Pytorch下,采用LSTM/C-LSTM/CNN等方法,对评论进行多标签分类☆33Updated 7 years ago
- Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)☆81Updated 2 years ago
- 层次注意力机制用于文本分类☆10Updated 5 years ago
- Pytorch implementation of Neural Machine Translation with seq2seq and attention (en-zh)☆41Updated 6 years ago
- Multi-Task Learning in NLP☆94Updated 7 years ago
- ☆12Updated 7 years ago
- document classification using LSTM + self attention☆113Updated 5 years ago
- Multi heads attention for image classification☆80Updated 7 years ago
- PyTorch implementation of relation extraction via convolutional neural network with multi-size convolution kernels.☆44Updated 6 years ago
- Text classification based on LSTM on R8 dataset for pytorch implementation☆141Updated 8 years ago
- This is our solution for WSDM - DiggSci 2020. We implemented a simple yet robust search pipeline which ranked 2nd in the validation set a…☆63Updated 5 years ago
- This is a TensorFlow 1.1 implementation of Yoon Kim's paper, "Convolutional Neural Networks for Sentence Classification".☆9Updated 6 years ago