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:
- RAdam optimizer for keras☆71Updated 6 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 7 years ago
- Densely Connected CNN with Multi-scale Feature Attention for Text Classification☆133Updated 7 years ago
- Tensorflow Implementation of Densely Connected Bidirectional LSTM with Applications to Sentence Classification☆47Updated 7 years ago
- Keras Conv+BiLSTM for Named Entity Recognition☆24Updated 8 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
- document classification using LSTM + self attention☆114Updated 6 years ago
- Hierarchical BiLSTM CNN using Keras☆77Updated 7 years ago
- PyTorch implementation of relation extraction via convolutional neural network with multi-size convolution kernels.☆44Updated 6 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
- ☆39Updated 6 years ago
- Text classification based on LSTM on R8 dataset for pytorch implementation☆141Updated 8 years ago
- Highway Networks implement in pytorch☆73Updated 3 years ago
- Multi heads attention for image classification☆80Updated 7 years ago
- Sequence to Sequence and attention from scratch using Tensorflow☆29Updated 8 years ago
- ☆131Updated 4 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
- bert on Jigsaw Unintended Bias in Toxicity Classification☆50Updated 6 years ago
- Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)☆82Updated 3 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
- Conditional Sequence Generative Adversarial Network trained with policy gradient, Implementation in Tensorflow☆49Updated 6 years ago
- ☆12Updated 8 years ago
- Semi Supervised Learning for Text-Classification☆83Updated 6 years ago
- A Keras Implementation of Attention_based Siamese Manhattan LSTM☆54Updated 7 years ago
- 层次注意力机制用于文本分类☆10Updated 5 years ago
- ☆38Updated 8 years ago
- A pytorch implementation of Attention is all you need☆91Updated 6 years ago
- Transfer Learning for Named Entity Recognition☆10Updated 6 years ago
- [ACM-WSDM] 3rd place solution at WSDM Cup 2019, Fake News Classification on Kaggle.☆63Updated 6 years ago
- An example attention network with simple dataset.☆228Updated 6 years ago