mttk / rnn-classifier
Minimal RNN classifier with self-attention in Pytorch
☆148Updated 2 years ago
Related projects: ⓘ
- 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
- PyTorch implementation of batched bi-RNN encoder and attention-decoder.☆278Updated 5 years ago
- PyTorch implementations of LSTM Variants (Dropout + Layer Norm)☆136Updated 3 years ago
- PyTorch DataLoader for seq2seq☆83Updated 5 years ago
- Sequence to Sequence Models in PyTorch☆44Updated last month
- This repository contain various types of attention mechanism like Bahdanau , Soft attention , Additive Attention , Hierarchical Attention…☆123Updated 2 years ago
- Text classification based on LSTM on R8 dataset for pytorch implementation☆140Updated 7 years ago
- ☆76Updated 4 years ago
- Bayesian Deep Active Learning for Natural Language Processing Tasks☆147Updated 5 years ago
- A Structured Self-attentive Sentence Embedding☆494Updated 4 years ago
- Easy to use NLP library built on PyTorch and TorchText☆253Updated 4 years ago
- Pytorch Implementation of ALBERT(A Lite BERT for Self-supervised Learning of Language Representations)☆225Updated 3 years ago
- The Noise Contrastive Estimation for softmax output written in Pytorch☆318Updated 4 years ago
- Implementation of Universal Transformer in Pytorch☆256Updated 5 years ago
- Code for the paper "Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks"☆577Updated 5 years ago
- pytorch implementation of Attention is all you need☆239Updated 3 years ago
- Character-level Convolutional Neural Networks for text classification in PyTorch☆175Updated last year
- A pytorch implementation of Fairseq Convolutional Sequence to Sequence Learning(Gehring et al. 2017)☆43Updated 5 years ago
- pytorch; mask language model ; bert☆69Updated 4 years ago
- Word Embedding + LSTM + FC☆158Updated last month
- Semi Supervised Learning for Text-Classification☆83Updated 5 years ago
- LAnguage Modelling Benchmarks☆138Updated 4 years ago
- ☆204Updated 5 months ago
- pytorch neural network attention mechanism☆147Updated 5 years ago
- PyTorch implementation of beam search decoding for seq2seq models☆333Updated last year
- Tensorflow Implementation of Variational Attention for Sequence to Sequence Models (COLING 2018)☆68Updated 4 years ago
- ☆83Updated 4 years ago
- Two-Layer Hierarchical Softmax Implementation for PyTorch☆68Updated 3 years ago
- Pytorch implementation of Sentiment Classification in Improved Semantic Representations From Tree-Structured Long Short-Term Memory Netwo…☆112Updated 6 years ago