asahi417 / LSTMCellLinks
Implement modern LSTM cell by tensorflow and test them by language modeling task for PTB. Highway State Gating, Hypernets, Recurrent Highway, Attention, Layer norm, Recurrent dropout, Variational dropout.
☆30Updated 6 years ago
Alternatives and similar repositories for LSTMCell
Users that are interested in LSTMCell are comparing it to the libraries listed below
Sorting:
- ☆38Updated 8 years ago
- Tensorflow Implementation of Densely Connected Bidirectional LSTM with Applications to Sentence Classification☆47Updated 7 years ago
- Multiple Different Natural Language Processing Tasks in a Single Deep Model☆48Updated 6 years ago
- This repo is code for the COLING 2018 paper: Sequence-to-sequence Data Augmentation for Dialogue Language Understanding.☆76Updated 3 years ago
- Bi-Directional Block Self-Attention☆122Updated 7 years ago
- This repository is for the paper "Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension"☆41Updated 7 years ago
- For those who want to model the inter-sentence relations, pls use the more powerful code of "Attentive Convolution" in another repository☆90Updated 7 years ago
- Implementation of Densely Connected Attention Propagation for Reading Comprehension (NIPS 2018)☆69Updated 6 years ago
- Neural Machine Translation with RNN/ConvS2S/Transoformer☆13Updated 7 years ago
- Simple LSTM-based word-level language model in PyTorch☆47Updated 6 years ago
- Code for NAACL 2018 paper "Multi-task Learning of Pairwise Sequence Classification Tasks Over Disparate Label Spaces" by Isabelle Augenst…☆35Updated 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
- Implement en-fr translation task by implenting seq2seq, encoder-decoder in RNN layers with Attention mechanism and Beamsearch inference d…☆21Updated 7 years ago
- Tensorflow implemenetation of Decomposable Attention Model (A Decomposable Attention Model for Natural Language Inference, 2016).☆29Updated 6 years ago
- ☆25Updated 7 years ago
- PyTorch implementation of Transformer-based Neural Machine Translation☆78Updated 2 years ago
- Decomposable Attention Model for Sentence Pair Classification (Pytorch Version) from paper 'A Decomposable Attention Model for Natural La…☆71Updated 6 years ago
- Source code of Knowledge Enhanced Hybrid Neural Network for Text Matching☆17Updated 6 years ago
- My implementation of the FusionNet for machine comprehension☆28Updated 7 years ago
- Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis, published at NAACL 2018☆56Updated 6 years ago
- CapsNet for NLP☆67Updated 6 years ago
- Code for "Reliability-aware Dynamic Feature Composition for Name Tagging" (ACL2019)☆37Updated 5 years ago
- A simple implementation of attention based encoder-decoder for nmt.☆46Updated 8 years ago
- Hierarchical Attention Networks for Document Classification in PyTorch☆36Updated 6 years ago
- R-Net with PyTorch☆24Updated 7 years ago
- Castorini data☆57Updated 7 years ago
- An Unofficial Pytorch Implementation of Multi-Granularity Hierarchical Attention Fusion Networks for Reading Comprehension and Question A…☆76Updated 4 years ago
- Key value memory network implemented using keras☆31Updated 7 years ago
- souce code for "Accelerating Neural Transformer via an Average Attention Network"☆78Updated 5 years ago
- ☆26Updated 7 years ago