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Search results for neural attention

156 search results found

Nlp Tutorial ⭐ 13,226

Natural Language Processing Tutorial for Deep Learning Researchers

TensorFlow Neural Machine Translation Tutorial

Spektral ⭐ 2,317

Graph Neural Networks with Keras and Tensorflow 2.

Chinese Text Classification Pytorch ⭐ 1,609

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_At

Deep_architecture_genealogy ⭐ 1,196

Deep Learning Architecture Genealogy Project

Seq2seq Attn ⭐ 1,167

Sequence-to-sequence model with LSTM encoder/decoders and attention

Nlp Paper ⭐ 1,070

自然语言处理领域下的相关论文（附阅读笔记），复现模型以及数据处理等（代码含TensorFlow和Py

Image_captioning ⭐ 634

Tensorflow implementation of "Show, Attend and Tell: Neural Image Caption Generation with Visual Attention"

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

Seq2seq ⭐ 502

Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch

Action Recognition Visual Attention ⭐ 338

Action recognition using soft attention based deep recurrent neural networks

A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).

Text Classification Models Pytorch ⭐ 309

Implementation of State-of-the-art Text Classification Models in Pytorch

Neural Summary Tensorflow ⭐ 276

Implementation of ABCNN(Attention-Based Convolutional Neural Network) on Tensorflow

Nlp Papers ⭐ 248

Papers I have read, mainly about NLP. Welcome everyone to supplement in issue.

Neural end-to-end Speech Translation Toolkit

Jddc_solution_4th ⭐ 225

2018-JDDC大赛第4名的解决方案

Dl_paperreadingmeeting ⭐ 214

Deep Learning Paper Reading Meeting-Archive

Sparse Structured Attention ⭐ 190

Sparse and structured neural attention mechanisms

Attention Over Attention ⭐ 174

Implementation of Attention-over-Attention Neural Networks for Reading Comprehension (https://arxiv.org/abs/1607.04423) in TensorFlow

Multihead Siamese Nets ⭐ 173

Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.

Gnn_note ⭐ 158

图神经网络整理

Awesome Nlp Resources ⭐ 157

This repository contains landmark research papers in Natural Language Processing that came out in this century.

Summarizing Source Code using a Neural Attention Model - CODENN

Reading Paper ⭐ 149

Attentionn ⭐ 147

All about attention in neural networks. Soft attention, attention maps, local and global attention and multi-head attention.

Torch implementation of DRAW: A Recurrent Neural Network For Image Generation

Zero -- A neural machine translation system

Deep Summarization ⭐ 126

Uses Recurrent Neural Network (LSTM/GRU/basic_RNN units) for summarization of amazon reviews

MXNet based Neural Machine Translation

Pytorch Model Zoo ⭐ 108

A collection of deep learning models implemented in PyTorch

Atpapers ⭐ 105

Worth-reading papers and related resources on attention mechanism, Transformer and pretrained language model (PLM) such as BERT. 值得一读的注意力机制、Transformer和预训练语言模型论文与相关资源集合

Neural Question Generation ⭐ 103

Pytorch implementation of Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention Networks

Attention-guided CNN for image denoising(Neural Networks,2020)

Nmt.matlab ⭐ 95

Code to train state-of-the-art Neural Machine Translation systems.

Pytorch Agnn ⭐ 94

Pytorch implementation of the Attention-based Graph Neural Network(AGNN)

Interpretablenlp ⭐ 70

A list of publications on NLP interpretability (Welcome PR)

Awesome Recommender System ⭐ 69

The collection of papers about recommender system

Acl2017 Non Factoid Qa ⭐ 67

Code for paper "End-to-End Non-Factoid Question Answering with an Interactive Visualization of Neural Attention Weights"

Softalignments ⭐ 65

Neural macine translation soft alignment visualisations for web and command line

Mtrf Toolbox ⭐ 63

A MATLAB Package for Relating Neural Signals to Continuous Stimuli

Cambridge Ai ⭐ 58

Recursive application of recurrent neural networks, for hierarchical intent parsing

This is a repository for summarizing papers especially related to machine learning.

Attention Over Attention Tf Qa ⭐ 55

论文“Attention-over-Attention Neural Networks for Reading Comprehension”中AoA模型实现

How To Train Your Neural Net ⭐ 55

Deep learning research implemented on notebooks using PyTorch.

Neural Entity Typing with Knowledge Attention

Sequential_recommendation ⭐ 53

Show_attend_and_tell_pytorch ⭐ 51

Pytorch implement Show, Attend and Tell: Neural Image Caption Generation with Visual Attention

Adjacent Attention Network ⭐ 45

Graph neural network message passing reframed as a Transformer with local attention

Hyper Sagnn ⭐ 45

hypergraph representation learning, graph neural network

Deep Learning For Tag Recommendation ⭐ 43

this is the collection for the papers and codes for tag/hashtag recommendation

Seq2seq Pytorch ⭐ 42

Sequence to Sequence Models in PyTorch

Entailment Neural Attention Lstm Tf ⭐ 40

(arXiv:1509.06664) Reasoning about Entailment with Neural Attention.

End-to-end neural relation extraction using deep biaffine attention (ECIR 2019)

Attention ⭐ 39

Attention based neural machine translation

Anmm Cikm16 ⭐ 37

Implementation of Attention-Based Neural Matching Model Proposed in CIKM16 for Answer Sentence Selection

Rnnsearch ⭐ 37

An implementation of attention-based neural machine translation using Pytorch

Attentional Neural Factorization Machine ⭐ 37

Attention,Factorization Machine, Deep Learning, Recommender System

Attentive Neural Process ⭐ 34

A Pytorch Implementation of Attentive Neural Process

Rnn Encoder Decoder Pytorch ⭐ 34

RNN Encoder-Decoder in PyTorch

The code and data for ACL2017 paper "Neural Relation Extraction with Multi-lingual Attention"

Text Summarization ⭐ 34

Abstractive and Extractive Deep Learning Methods for Text Summarisation

Discourse Ablstm ⭐ 34

Attention-based Bidirectional Long Short-Term Memory neural network for classification of Chinese implicit discourse relations

Snowselect ⭐ 32

Minimal Nmt ⭐ 31

A minimal nmt example to serve as an seq2seq+attention reference.

Niftytorch.doc ⭐ 29

A Python API for deploying deep neural networks for Neuroimaging research. Powered by IMG at Stevens Neuroimaging and Informatics Institute, KSOM, USC.

Framework for artificial neural networks

Pytorch Dynamic Rnn Attention Decoder Tree ⭐ 28

This is code I wrote within less than an hour so as to very roughly draft how I would code a Dynamic RNN Attention Decoder Tree with PyTorch.

Paper_implementation ⭐ 27

Implementation of various generative deep model using tensorflow

Parse_seq2seq ⭐ 26

A tensorflow implementation of neural sequence-to-sequence parser for converting natural language queries to logical form.

3HAN: A Deep Neural Network for Fake News Detection: https://link.springer.com/chapter/10.1007%2F978-3-

Attention Guided Sparsity ⭐ 25

Attention-Based Guided Structured Sparsity of Deep Neural Networks

Dl Glossary ⭐ 25

📑 The Open Source Deep Learning Glossary

Stock_prediction_model_using_attention_multilayer_rnn_lstm ⭐ 24

RNN - Stock Prediction Model using Attention Multilayer Recurrent Neural Networks with LSTM Cells

Pytorch_neural_machine_translation_attention ⭐ 24

Neural Machine Translation with Attention (PyTorch)

Implementation for <Neural Similarity Learning> in NeurIPS'19.

Nlp_learn ⭐ 24

NLP学习笔记-前沿追踪

Hier Class ⭐ 22

Hierarchical Neural Attention-based Classification

Neural Networks For Time Series Analysis ⭐ 22

Compare how ANNs, RNNs, LSTMs, and LSTMs with attention perform on time-series analysis

Awesome Deep Nlp ⭐ 22

Awesome deep learning based NLP papers and survey, also some awesome machine learning/vision material

Neural Machine Translation ⭐ 20

build a neural machine translator using seq2seq, attention mechanism.

This is a reimplementation of AG-CNN. ("Thorax Disease Classification with Attention Guided Convolutional Neural Network","Diagnose like a Radiologist: Attention Guided Convolutional Neural Network for Thorax Disease Classification")

Seq2Seq Chatbot with attention mechanism

Attention Translation Keras ⭐ 20

Attention based sequence to sequence neural machine translation model built in keras.

Lang2logic Pytorch ⭐ 19

PyTorch port of the paper "Language to Logical Form with Neural Attention"

Unsupervisedattentionmechanism ⭐ 19

Code for our paper: "Regularity Normalization: Neuroscience-Inspired Unsupervised Attention across Neural Network Layers".

Chinese_reading_comprehension ⭐ 18

实现了Attention-over-Attention Neural Networks for Reading Comprehension

Machine_translation ⭐ 17

Machine translation using deep learning with lstm,cnn,attention,beam search and so on.

Paper Clip ⭐ 17

List of various interesting papers

Transfer Learning ⭐ 16

Transfer Learning research

Attentionzp ⭐ 16

Act Rte Inference ⭐ 16

Rspaper Read ⭐ 15

Share Some Recommender System Paper I read.

Paperhighlights ⭐ 15

I read papers, and here are my highlights.

Set_transformer ⭐ 14

A TensorFlow implementation of the paper 'Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks'

Cs 224u Project ⭐ 14

Recurrent versus Recursive Approaches Towards Compositionality in Semantic Vector Spaces.

Rush_emnlp_2015 ⭐ 14

A Neural Attention Model for Abstractive Sentence Summarization in DyNet

Mutual Information For Neural Machine Translation ⭐ 14

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