trongthanhptnk / Dilated_Res_Attention_LSTM
Simple implement dilated LSTM, residual LSTM and Attention LSTM (follow the corresponding papers).
☆17Updated 5 years ago
Alternatives and similar repositories for Dilated_Res_Attention_LSTM:
Users that are interested in Dilated_Res_Attention_LSTM are comparing it to the libraries listed below
- A pytorch implementation of Fairseq Convolutional Sequence to Sequence Learning(Gehring et al. 2017)☆44Updated 6 years ago
- document classification using LSTM + self attention☆113Updated 5 years ago
- some basic deep learning models/method for nlp, text classification.☆81Updated 4 years ago
- Multi-head attention in PyTorch☆150Updated 5 years ago
- A quick walk-through of the innards of LSTMs and a naive implementation of the Mogrifier LSTM paper in PyTorch☆74Updated 4 years ago
- Pytorch Implementation of Attention-Based BiLSTM for Relation Extraction ("Attention-Based Bidirectional Long Short-Term Memory Networks …☆43Updated 6 months ago
- This repository contain various types of attention mechanism like Bahdanau , Soft attention , Additive Attention , Hierarchical Attention…☆124Updated 3 years ago
- PTB Language Modelling task with LSTM + Attention layer☆31Updated 6 years ago
- For paper《Gaussian Transformer: A Lightweight Approach for Natural Language Inference》☆28Updated 4 years ago
- PyTorch implementation of "Effective Approaches to Attention-based Neural Machine Translation" using scheduled sampling to improve the pa…☆38Updated 7 years ago
- Character based Temporal Convolutional Networks + Attention Layer☆163Updated 6 years ago
- Gated CNN☆10Updated 5 years ago
- bilstm + selfattention core code (tensorflow 1.12.1 / pytorch 1.1.0) is implemented according to paper “A STRUCTURED SELF-ATTENTIVE SENTE…☆21Updated 5 years ago
- NLSTM Nested LSTM in Pytorch☆18Updated 6 years ago
- Poet: Product-oriented Video Captioner for E-commerce☆12Updated 4 years ago
- Leveraging Local and Global Patterns for Self-Attention Networks☆12Updated 5 years ago
- ☆37Updated 4 years ago
- (minimal implementation) BiLSTM-Attention for Relation Classification☆30Updated last month
- ☆16Updated 6 years ago
- A PyTorch implementation of the TCAN model in "Temporal Convolutional Attention-based Network For Sequence Modeling".☆140Updated last year
- The implementation of Meta-LSTM in "Meta Multi-Task Learning for Sequence Modeling." AAAI-18☆33Updated 6 years ago
- ☆83Updated 5 years ago
- A multitask learning architecture for Natural Language Processing of Pytorch implementation☆41Updated 5 years ago
- SRU implement in pytorch(Training RNNs as Fast as CNNs)☆45Updated 2 years ago
- Keras implement of ON-LSTM (Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks)☆155Updated 5 years ago
- Transformer/Transformer-XL/R-Transformer examples and explanations☆26Updated 3 years ago
- Highway Networks implement in pytorch☆71Updated 2 years ago
- Pytorch implementation of the methods proposed in **Adversarial Training Methods for Semi-Supervised Text Classification** on IMDB datase…☆42Updated 5 years ago
- Code for the paper "Scheduled Sampling for Transformers"☆25Updated 5 years ago
- ☆32Updated 4 years ago