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

Updated May 3, 2024
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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

Updated Oct 23, 2021
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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

Updated Jun 3, 2020
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AlexGidiotis / Document-Classifier-LSTM

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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

Updated Aug 30, 2024
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Renovamen / Text-Classification

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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

Updated Apr 22, 2021
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pandeykartikey / Hierarchical-Attention-Network

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Implementation of Hierarchical Attention Networks in PyTorch

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

Updated Oct 22, 2018
Jupyter Notebook

tqtg / hierarchical-attention-networks

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

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

Updated May 28, 2019
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arunarn2 / HierarchicalAttentionNetworks

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Hierarchical Attention Networks for Document Classification in Keras

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

Updated Sep 26, 2018
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acadTags / Explainable-Automated-Medical-Coding

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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

Updated Jul 15, 2022
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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

Updated Dec 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

Updated Jul 15, 2019
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Shivanshu-Gupta / hierarchical-attention-network

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Hierarchical Attention Network for Sentiment Analysis

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

Updated Apr 12, 2018
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charlesdong1991 / interpretable-han-for-document-classification-with-keras

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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