hierarchical-attention-network

There are 1 repository under hierarchical-attention-network topic.

Tixierae / deep_learning_NLP
Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP
python3 keras deep-learning saliency-map cnn-keras nlp self-attention hierarchical-attention-network recurrent-neural-networks seq2seq-pytorch nmt skipgram word2vec pytorch attention numpy doc2vec word-embeddings document-embeddings
Language:Jupyter Notebook 442
brightmart / ai_law
all kinds of baseline models for long text classificaiton( text categorization)
ai law accusation relevant-articles hierarchical-attention-network crime fasttext attention text-categorization textcnn text-classification
Language:Python 291
TsingZ0 / SHAN
This is the implementation for the paper: Sequential Recommender System based on Hierarchical Attention Network
attention-mechanism hierarchical-attention-network paper recommender-system
Language:Python 11
gaurav104 / TextClassification
Repository of state of the art text/documentation classification algorithms in Pytorch.
attention classification hierarchical-attention-networks pytorch-implementation torchtext imdb-dataset cnn-text-classification convolutional-attention-network hierarchical-attention-network document-classification self-attention
Language:Jupyter Notebook 10
htuann2712 / ABSA-VLSP2018
Text-level Aspect-Based Sentiment Analysis based on multi-task approach for Vietnamese reviews.
absa bilstm hierarchical-attention-network multitask-learning phobert text-classification text-level-processing
Language:Jupyter Notebook 8
Farahn / Liguistic-Complexity
Notebooks for running and visualizing results using trained models for linguistic complexity.
textcomplexity attention hierarchical-attention-network
Language:Python 5
jmribeiro / Pruning-and-Sparsemax-Methods-for-Hierarchical-Attention-Networks
Paper code for Pruning and Sparsemax Methods for Hierarchical Attention Networks
imdb hierarchical-attention-network natural-language-processing deep-neural-networks natural-language deep-learning
Language:Python 5
surbhardwaj / THANOS-Tree-Augmented-Hierarchical-Attention-Network-with-Operator-Reduce-Parsing-
THANOS is a modification in HAN (Hierarchical Attention Network) architecture. Here we use Tree LSTM to obtain the embeddings for each sentence.
hierarchical-attention-networks tree-lstm stack-augmented-parser thanos spinn attention lstm document embedding han hierarchical-attention-network tree-structure
Language:Jupyter Notebook 4
titicaca / keras-text-cls
Text Classification Lib on Keras
text-classification nlp keras-models text-processing deep-learning keras-classification-models chinese-text-classification cnn rcnn rnn textcnn hierarchical-attention-network
Language:Python 4
himanii777 / 3HAN_pytorch
I implemented 3HAN(Hierarchical Attention Network)for fake news detection in pytorch. The same model can be modified and trained for different text classification tasks.
fake-news-classification fake-news-detection gru hierarchical-attention-network hierarchical-attention-networks text-classification 3han attention-mechanism
Language:Python 2
chenyangjun45 / tf-rnn-attention
Tensorflow implementation of attention mechanism for text classification tasks.
text-classification hierarchical-attention-network
Language:Python 1
JasperHG90 / HAN.py
Implementation of a Hierarchical Attention Network (HAN) in PyTorch
pytorch-implementation hierarchical-attention-network natural-language-processing neural-network text-classification machine-learning python
Language:Python 1
JasperHG90 / PatternRecognition
Project files for pattern recognition group assignment (team 22) @ Utrecht University.
hierarchical-attention-network lstm neural-network pattern-recognition wikipedia-vital-articles classification natural-language-processing
Language:Python 1
linzehui / Hierarchical-Attention-Networks
han hierarchical-attention-network pytorch
Language:Python