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
- Bi-Directional Block Self-Attention☆122Updated 7 years ago
- CapsNet for NLP☆67Updated 6 years ago
- Multilingual hierarchical attention networks toolkit☆77Updated 5 years ago
- Tensorflow Implementation of Densely Connected Bidirectional LSTM with Applications to Sentence Classification☆47Updated 7 years ago
- Reproducing Character-Level-Language-Modeling with Deeper Self-Attention in PyTorch☆61Updated 6 years ago
- Simple LSTM-based word-level language model in PyTorch☆47Updated 6 years ago
- Compare six baseline deep learning models on TrecQA☆59Updated 7 years ago
- This repo is code for the COLING 2018 paper: Sequence-to-sequence Data Augmentation for Dialogue Language Understanding.☆76Updated 3 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
- My implementation of the FusionNet for machine comprehension☆28Updated 7 years ago
- (arXiv:1509.06664) Reasoning about Entailment with Neural Attention.☆44Updated 6 years ago
- Word Sense Disambiguation using Word Specific models, All word models and Hierarchical models in Tensorflow☆33Updated 5 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
- Self-Attention: A Better Building Block for Sentiment Analysis Neural Network Classifiers - paper's code for the 9th Workshop on Computat…☆53Updated 6 years ago
- ☆42Updated 6 years ago
- Implementation of Densely Connected Attention Propagation for Reading Comprehension (NIPS 2018)☆69Updated 6 years ago
- ICASSP2017: End-to-end joint learning of natural language understanding and dialogue manager☆74Updated 8 years ago
- language model in Chinese，基于Pytorch官方文档实现☆68Updated 7 years ago
- Tree Structured LSTM model for sentence level aspect based sentiment analysis☆36Updated 7 years ago
- Highway Networks implement in pytorch☆71Updated 2 years ago
- This is the code for "Learning Sentiment Memories for Sentiment Modification without Parallel Data".☆54Updated 6 years ago
- Tensorflow implementation of "A Structured Self-Attentive Sentence Embedding"☆193Updated 3 years ago
- Multiple Different Natural Language Processing Tasks in a Single Deep Model☆48Updated 6 years ago
- PyTorch implementation of "Effective Approaches to Attention-based Neural Machine Translation" using scheduled sampling to improve the pa…☆1Updated 6 years ago
- Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks☆136Updated 7 years ago
- Tensorflow implementation of Generating Sentences from a Continuous Space☆30Updated 7 years ago
- Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling☆146Updated 5 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 implementation of Bi-directional RNN Langauge Model☆38Updated 6 years ago