mttk / rnn-classifier
Minimal RNN classifier with self-attention in Pytorch
☆151Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for rnn-classifier
- PyTorch implementation of batched bi-RNN encoder and attention-decoder.☆280Updated 5 years ago
- Pytorch implementation of R-Transformer. Some parts of the code are adapted from the implementation of TCN and Transformer.☆224Updated 5 years ago
- An LSTM in PyTorch with best practices (weight dropout, forget bias, etc.) built-in. Fully compatible with PyTorch LSTM.☆133Updated 4 years ago
- A Structured Self-attentive Sentence Embedding☆495Updated 5 years ago
- Code for the paper "Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks"☆578Updated 5 years ago
- PyTorch implementations of LSTM Variants (Dropout + Layer Norm)☆136Updated 3 years ago
- Hierarchical Attention Networks for Document Classification in PyTorch☆36Updated 6 years ago
- PyTorch DataLoader for seq2seq☆83Updated 5 years ago
- Implementation of Universal Transformer in Pytorch☆258Updated 6 years ago
- LAnguage Modelling Benchmarks☆137Updated 4 years ago
- pytorch neural network attention mechanism☆148Updated 5 years ago
- This repository contain various types of attention mechanism like Bahdanau , Soft attention , Additive Attention , Hierarchical Attention…☆122Updated 3 years ago
- The Noise Contrastive Estimation for softmax output written in Pytorch☆317Updated 5 years ago
- Character-level Convolutional Neural Networks for text classification in PyTorch☆176Updated 2 years ago
- The Annotated Encoder Decoder with Attention☆166Updated 3 years ago
- Code for "Strong Baselines for Neural Semi-supervised Learning under Domain Shift" (Ruder & Plank, 2018 ACL)☆60Updated last year
- Sequence to Sequence Models in PyTorch☆44Updated 3 months ago
- ☆310Updated 2 years ago
- ☆83Updated 5 years ago
- Hierarchical Attention Networks for Document Classification in PyTorch☆606Updated 4 years ago
- ☆76Updated 4 years ago
- ☆231Updated 4 years ago
- Semi Supervised Learning for Text-Classification☆83Updated 5 years ago
- Keras implement of ON-LSTM (Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks)☆154Updated 5 years ago
- text convolution-deconvolution auto-encoder model in PyTorch☆56Updated 6 years ago
- Tensorflow Implementation of Variational Attention for Sequence to Sequence Models (COLING 2018)☆69Updated 4 years ago
- PyTorch Language Model for 1-Billion Word (LM1B / GBW) Dataset☆123Updated 5 years ago
- Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch☆691Updated 3 years ago
- Source Code for DialogWAE: Multimodal Response Generation with Conditional Wasserstein Autoencoder (https://arxiv.org/abs/1805.12352)☆125Updated 6 years ago
- Pytorch implementation of Sentiment Classification in Improved Semantic Representations From Tree-Structured Long Short-Term Memory Netwo…☆113Updated 6 years ago