ap229997 / LanguageModel-using-Attention
Pytorch implementation of a basic language model using Attention in LSTM network
☆26Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for LanguageModel-using-Attention
- Hierarchical Attention Networks for Document Classification in PyTorch☆36Updated 6 years ago
- Implementation of Hierarchical Attention Networks in PyTorch☆130Updated 6 years ago
- PyTorch implementation of batched bi-RNN encoder and attention-decoder.☆280Updated 5 years ago
- Repository for Attention Algorithm☆41Updated 6 years ago
- A pytorch implementation of Fairseq Convolutional Sequence to Sequence Learning(Gehring et al. 2017)☆44Updated 5 years ago
- Minimal RNN classifier with self-attention in Pytorch☆151Updated 2 years ago
- This repository contain various types of attention mechanism like Bahdanau , Soft attention , Additive Attention , Hierarchical Attention…☆122Updated 3 years ago
- A recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head atte…☆144Updated 6 years ago
- Reproducing Character-Level-Language-Modeling with Deeper Self-Attention in PyTorch☆61Updated 5 years ago
- LSTM Classification using Pytorch☆68Updated 5 years ago
- PyTorch implementations of LSTM Variants (Dropout + Layer Norm)☆136Updated 3 years ago
- Text classification based on LSTM on R8 dataset for pytorch implementation☆140Updated 7 years ago
- A pytorch implementation of the paper: "Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks"☆81Updated 6 years ago
- A minimal nmt example to serve as an seq2seq+attention reference.☆36Updated 5 years ago
- Pytorch implementation of Sentiment Classification in Improved Semantic Representations From Tree-Structured Long Short-Term Memory Netwo…☆113Updated 6 years ago
- PTB Language Modelling task with LSTM + Attention layer☆31Updated 6 years ago
- document classification using LSTM + self attention☆113Updated 5 years ago
- Code for "Strong Baselines for Neural Semi-supervised Learning under Domain Shift" (Ruder & Plank, 2018 ACL)☆60Updated last year
- ☆39Updated 7 years ago
- Codes for "Towards Binary-Valued Gates for Robust LSTM Training".☆76Updated 6 years ago
- pytorch neural network attention mechanism☆148Updated 5 years ago
- NLSTM Nested LSTM in Pytorch☆18Updated 6 years ago
- PyTorch DataLoader for seq2seq☆83Updated 5 years ago
- Word Embedding + LSTM + FC☆159Updated 3 months ago
- A multitask learning architecture for Natural Language Processing of Pytorch implementation☆41Updated 5 years ago
- Tensorflow Implementation of Variational Attention for Sequence to Sequence Models (COLING 2018)☆69Updated 4 years ago
- Text classification models: cnn, self-attention, cnn-rnf, rnn-att, capsule-net. TensorFlow. Single GPU or multi GPU☆18Updated 4 years ago
- Deep Transfer Learning Papers☆78Updated 2 years ago
- PyTorch Sentence Classifier (CNN RNN)☆11Updated 6 years ago
- Tensorflow Implementation of Densely Connected Bidirectional LSTM with Applications to Sentence Classification☆48Updated 6 years ago