AllenCX / IMDB-RNN-AttentionLinks
Bidirectional GRU with attention mechanism on imdb sentimental analysis dataset
☆34Updated 7 years ago
Alternatives and similar repositories for IMDB-RNN-Attention
Users that are interested in IMDB-RNN-Attention are comparing it to the libraries listed below
Sorting:
- Densely Connected CNN with Multi-scale Feature Attention for Text Classification☆132Updated 6 years ago
- Tensorflow Implementation of Densely Connected Bidirectional LSTM with Applications to Sentence Classification☆47Updated 7 years ago
- LSTM-Attention☆74Updated 7 years ago
- Multi-Task Learning in NLP☆94Updated 7 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☆77Updated 6 years ago
- Hierarchical BiLSTM CNN using Keras☆76Updated 7 years ago
- My bachelor's degree thesis (with code and experiments) on sentiment classification of Russian texts using Bi-RNN with attention mechanis…☆45Updated 7 years ago
- ☆131Updated 4 years ago
- Four styles of encoder decoder model by Python, Theano, Keras and Seq2Seq☆278Updated 7 years ago
- Text classification models: cnn, self-attention, cnn-rnf, rnn-att, capsule-net. TensorFlow. Single GPU or multi GPU☆19Updated 5 years ago
- An example attention network with simple dataset.☆230Updated 6 years ago
- Text classification using LSTM☆170Updated 7 years ago
- 使用Theano实 现的一些RNN代码,包括最基本的RNN,LSTM,以及部分Attention模型,如论文MLSTM等☆31Updated 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
- Text classification based on LSTM on R8 dataset for pytorch implementation☆141Updated 7 years ago
- Tensorflow+bilstm+attention+multi label text classify☆121Updated 7 years ago
- My implementation of "Hierarchical Attention Networks for Document Classification" in Keras☆26Updated 7 years ago
- Code of Directional Self-Attention Network (DiSAN)☆311Updated 7 years ago
- This released code corresponds to TACL paper "attentive convolution". Attentive Convolution aims to generate a vector for two sentences.☆104Updated 7 years ago
- 深度学习相关代码☆22Updated 7 years ago
- 针对百度知道电影问答数据的问题分类 question classification for zhidao.baidu.com in movie domain☆24Updated 7 years ago
- Recurrent Neural Networks (RNN, GRU, LSTM) and their Bidirectional versions (BiRNN, BiGRU, BiLSTM) for word & character level language mo…☆44Updated 8 years ago
- Hierarchical Attention Networks for Chinese Sentiment Classification☆205Updated 7 years ago
- ☆38Updated 8 years ago
- Implement attention model to LSTM using TensorFlow☆10Updated 6 years ago
- Add attention layer to LSTM/word2vec model for sentiment analysis using tensorflow☆26Updated 7 years ago
- several basic neural networks[mlp, autoencoder, CNNs, recurrentNN, recursiveNN] implements under several NN frameworks[ tensorflow, pytor…☆65Updated 2 years ago
- bidirectional rnn for text classification☆108Updated 7 years ago
- A sequence-to-sequence framework of Keras-based generative attention mechanisms that humans can read.一个人类可以阅读的基于Keras的代注意力机制的序列到序列的框架/模型,…☆18Updated 6 years ago
- bilstm + selfattention core code (tensorflow 1.12.1 / pytorch 1.1.0) is implemented according to paper “A STRUCTURED SELF-ATTENTIVE SENTE…☆22Updated 5 years ago