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 7 years ago
Alternatives and similar repositories for LSTMCell
Users that are interested in LSTMCell are comparing it to the libraries listed below
Sorting:
- Compare six baseline deep learning models on TrecQA☆60Updated 7 years ago
- ☆38Updated 8 years ago
- Language Model Pruning for Sequence Labeling☆147Updated 5 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
- R-NET implementation in TensorFlow.☆77Updated 8 years ago
- Simple LSTM-based word-level language model in PyTorch☆47Updated 6 years ago
- Bi-Directional Block Self-Attention☆122Updated 7 years ago
- Tensorflow implementation of "A Structured Self-Attentive Sentence Embedding"☆194Updated 4 years ago
- Reproducing Densely Interactive Inference Network in Keras☆75Updated 7 years ago
- R-net in PyTorch, with ELMo☆196Updated 6 years ago
- A simple implementation of attention based encoder-decoder for nmt.☆46Updated 8 years ago
- Tensorflow implementation of Bi-directional RNN Langauge Model☆38Updated 7 years ago
- Implementation of Attention-over-Attention Neural Networks for Reading Comprehension (https://arxiv.org/abs/1607.04423) in TensorFlow☆177Updated 9 years ago
- Neural network toolkit for sentence pair modeling.☆304Updated 5 years ago
- Tensorflow Implementation of Densely Connected Bidirectional LSTM with Applications to Sentence Classification☆47Updated 7 years ago
- Decomposable Attention Model for Sentence Pair Classification (Pytorch Version) from paper 'A Decomposable Attention Model for Natural La…☆71Updated 7 years ago
- ACL 2018: Hybrid semi-Markov CRF for Neural Sequence Labeling (http://aclweb.org/anthology/P18-2038)☆304Updated 7 years ago
- Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks☆138Updated 8 years ago
- Neural Machine Translation with RNN/ConvS2S/Transoformer☆13Updated 7 years ago
- This repo is code for the COLING 2018 paper: Sequence-to-sequence Data Augmentation for Dialogue Language Understanding.☆76Updated 4 years ago
- Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.or…☆197Updated 4 years ago
- Re-implementation of BIMPM (Bilateral Multi-Perspective Matching for Natural Language Sentences, Zhiguo Wang et al.) on Pytorch.☆103Updated 6 years ago
- Bidirectional Attention Flow for Machine Comprehension, Minjoon Seo, Aniruddha Kembhavi, Ali Farhadi, Hannaneh Hajishirzi https://arxiv.o…☆143Updated 4 years ago
- ☆116Updated 6 years ago
- Multiple Different Natural Language Processing Tasks in a Single Deep Model☆48Updated 7 years ago
- TensorFlow implementation of the paper `Adversarial Multi-task Learning for Text Classification`☆176Updated 6 years ago
- Code for Synchronous Bidirectional Neural Machine Translation (SB-NMT)☆66Updated 6 years ago
- R-Net with PyTorch☆24Updated 7 years ago
- 📄 Deep Learning 中 Sentiment Analysis 論文統整與分析 😀😡☹️😭🙄🤢☆115Updated 7 years ago
- Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis, published at NAACL 2018☆56Updated 7 years ago