hierarchical-attention-networks

Document classification with Hierarchical Attention Networks in TensorFlow. WARNING: project is currently unmaintained, issues will probably not be addressed.

nlp machine-learning deep-learning tensorflow document-classification hierarchical-attention-networks

UpdatedMay 3, 2024
Python

vietnh1009 /Hierarchical-attention-networks-pytorch

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Hierarchical Attention Networks for document classification

python nlp deep-neural-networks deep-learning text-classification cnn python3 pytorch document-classification deeplearning hierarchical-attention-networks nlp-machine-learning han

UpdatedOct 23, 2021
Python

sgrvinod /a-PyTorch-Tutorial-to-Text-Classification

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Hierarchical Attention Networks | a PyTorch Tutorial to Text Classification

text-classification pytorch document-classification attention-mechanism hierarchical-attention-networks pytorch-tutorial text-classifier

UpdatedJun 3, 2020
Python

AlexGidiotis /Document-Classifier-LSTM

Star173

A bidirectional LSTM with attention for multiclass/multilabel text classification.

text-classification tensorflow keras recurrent-neural-networks lstm arxiv attention-mechanism hierarchical-attention-networks multilabel-multiclass

UpdatedAug 30, 2024
Python

Renovamen /Text-Classification

Star152

PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类

nlp text-classification cnn transformer lstm document-classification fasttext hierarchical-attention-networks han textcnn bilstm-attention

UpdatedApr 22, 2021
Python

pandeykartikey /Hierarchical-Attention-Network

Star129

Implementation of Hierarchical Attention Networks in PyTorch

nlp deep-learning word2vec pytorch gru document-classification glove hierarchical-attention-networks

UpdatedOct 22, 2018
Jupyter Notebook

qtuantruong /hierarchical-attention-networks

Star87

TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"

sentiment-analysis text-classification tensorflow document-classification attention-mechanism hierarchical-attention-networks

UpdatedMay 28, 2019
Python

arunarn2 /HierarchicalAttentionNetworks

Star78

Hierarchical Attention Networks for Document Classification in Keras

hierarchical-attention-networks hierarchical-models sentiment-classification keras-tensorflow imdb-sentiment-analysis

UpdatedSep 26, 2018
Python

acadTags /Explainable-Automated-Medical-Coding

Star62

Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)

demo jupyter-notebook multi-label-classification hierarchical-attention-networks biobert medical-coding labelwise-attention label-embeddings cnn-att-models simpletransformers attention-visualisation discharge-summaries

UpdatedJul 15, 2022
Python

xmindflow /TransCeption

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Official code for Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach

transformer segmentation inception hierarchical-attention-networks medical-image-segmentation unet-segmentation

UpdatedDec 17, 2023
Jupyter Notebook

jaehunjung1 /Hierarchical-Attention-Network

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A PyTorch implementation of the document classification by Hierarchical Attention Network

document-classification hierarchical-attention-networks pytorch-implementation

UpdatedJul 15, 2019
Python

Shivanshu-Gupta /hierarchical-attention-network

Star28

Hierarchical Attention Network for Sentiment Analysis

nlp deep-learning sentiment-analysis pytorch hierarchical-attention-networks

UpdatedApr 12, 2018
Python

charlesdong1991 /interpretable-han-for-document-classification-with-keras

Star19

Keras implementation of hierarchical attention network for document classification with options to predict and present attention weights on both word and sentence level.

keras attention hierarchical-attention-networks