nn116003 / self-attention-classificationLinks
document classification using LSTM + self attention
☆113Updated 5 years ago
Alternatives and similar repositories for self-attention-classification
Users that are interested in self-attention-classification are comparing it to the libraries listed below
Sorting:
- A pytorch implementation of Fairseq Convolutional Sequence to Sequence Learning(Gehring et al. 2017)☆46Updated 6 years ago
- Keras implement of ON-LSTM (Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks)☆156Updated 5 years ago
- ☆131Updated 4 years ago
- Semi Supervised Learning for Text-Classification☆83Updated 6 years ago
- Text classification based on LSTM on R8 dataset for pytorch implementation☆141Updated 8 years ago
- Highway Networks implement in pytorch☆71Updated 2 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
- 自注意力与文本分类☆119Updated 6 years ago
- Deep Pyramid Convolutional Neural Networks for Text Categorization in PyTorch☆195Updated 6 years ago
- Hierarchically-Refined Label Attention Network for Sequence Labeling☆292Updated 4 years ago
- some basic deep learning models/method for nlp, text classification.☆79Updated 5 years ago
- Graph Convolution Network for NLP☆212Updated 2 years ago
- A TensorFlow implementation for "Interactive Attention Networks for Aspect-Level Sentiment Classification"☆100Updated 5 years ago
- 注意力机制on自然语言处理文章整理笔记☆169Updated 6 years ago
- TensorFlow implementation of the paper `Adversarial Multi-task Learning for Text Classification`☆177Updated 6 years ago
- ☆340Updated 2 years ago
- PyTorch implementation of batched bi-RNN encoder and attention-decoder.☆280Updated 6 years ago
- Chainer implementation of "Yao et al. 2018. Graph Convolutional Networks for Text Classification. ArXiv."☆28Updated 6 years ago
- A bidirectional LSTM with attention for multiclass/multilabel text classification.☆173Updated 11 months ago
- This repository contain various types of attention mechanism like Bahdanau , Soft attention , Additive Attention , Hierarchical Attention…☆125Updated 3 years ago
- A pytorch implementation of CapsNet for text classification 汽车行业用户观点主题及情感识别为例(subject-and-sentiment-analysis)☆85Updated 6 years ago
- Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications☆120Updated 5 years ago
- Word Embedding + LSTM + FC☆161Updated last year
- Hierarchical BiLSTM CNN using Keras☆77Updated 7 years ago
- Source code of TMN (Topic Memory Network)☆84Updated 6 years ago
- ☆134Updated 2 years ago
- code of Relation Classification via Multi-Level Attention CNNs☆177Updated 2 years ago
- Code for the article "Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification" (EMNLP 2018)☆154Updated 6 years ago
- pytorch implementation of Attention is all you need☆238Updated 4 years ago
- Sequence Encoding via Dynamic Routing for Text Classification☆60Updated 6 years ago