all kinds of text classification models and more with deep learning
Python
Updated Jul 8, 2019
A TensorFlow Implementation of the Transformer: Attention Is All You Need
Python
Updated Mar 3, 2019
A collection of important graph embedding, classification and representation learning papers with implementations.
Updated Jul 18, 2019
Attention mechanism Implementation for Keras.
Python
Updated Feb 15, 2019
Speech synthesis, voice conversion, self-supervised learning, music generation,Automatic Speech Recognition, Speaker …
Updated Jul 18, 2019
Text classifier for Hierarchical Attention Networks for Document Classification
Python
Updated Jun 21, 2019
Sequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet
Python
Updated Jul 22, 2019
Python
Updated Nov 23, 2018
TensorFlow Implementation of "Show, Attend and Tell"
Jupyter Notebook
Updated Jul 28, 2018
Visualizing RNNs using the attention mechanism
Python
Updated Jun 25, 2019
Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning
Python
Updated Jul 22, 2019
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017,
https://arxiv.org/abs/1710.10903
Python
Updated Jul 10, 2019
Neural Machine Translation with Keras
Python
Updated Jul 12, 2019
A Structured Self-attentive Sentence Embedding
Python
Updated Feb 12, 2019
pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"
#18 opened 8 months ago by atulkum
11
Python
Updated Apr 11, 2019
Action recognition using soft attention based deep recurrent neural networks
Jupyter Notebook
Updated Oct 30, 2016
MORAN: A Multi-Object Rectified Attention Network for Scene Text Recognition
#41 opened 5 months ago by DecentMakeover
7
Python
Updated Jul 20, 2019
Transformer of "Attention Is All You Need" (Vaswani et al. 2017) by Chainer.
Jupyter Notebook
Updated Oct 3, 2017
Implementation of "Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning"
Jupyter Notebook
Updated Dec 26, 2017
End-to-End speech recognition implementation base on TensorFlow (CTC, Attention, and MTL training)
Python
Updated Jan 23, 2018
基于seq2seq模型的简单对话系统的tf实现，具有embedding、attention、beam_search等功能，数据集是Cornell Movie Dialogs
Python
Updated Jun 14, 2019
基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口
TSQL
Updated Jul 23, 2019
Code/Model release for NIPS 2017 paper "Attentional Pooling for Action Recognition"
Python
Updated May 20, 2018
Attention mechanism for processing sequential data that considers the context for each timestamp.
Python
Updated May 11, 2019
Code for PaperRobot: Incremental Draft Generation of Scientific Ideas
Python
Updated Jul 23, 2019
A curated list of NLP resources focused on BERT, attention mechanism, Transformer networks, and transfer learning.
Updated Jul 21, 2019
Pointer-generator reinforced seq2seq summarization in PyTorch
Python
Updated Apr 16, 2019
Image Captions Generation with Spatial and Channel-wise Attention
Python
Updated Apr 4, 2018
Keras implementation of the graph attention networks (GAT) by Veličković et al. (2017;
https://arxiv.org/abs/1710.10903)
Python
Updated Oct 20, 2018
Sparse and structured neural attention mechanisms
Python
Updated Jun 18, 2019
