hetersumgraph

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rhfdn / radsum

This repository presents and compares HeterSUMGraph and variants doing extractive summarization, named entity recognition or both. HeterSUMGraph and variants use GATv2Conv (from torch_geometric).

natural-language-processing torch named-entity-recognition extractive-text-summarization fasttext-embeddings gatv2 torchgeometric hetersumgraph

Updated Jan 15, 2024
Jupyter Notebook

rhfdn / HeterSUMGraph

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This repository presents and compares HeterSUMGraph and variants using GATConv, GATv2Conv and a combination of HeterSUMGraph and SummaRuNNer (using HeterSUMGraph as a sentence encoder).

natural-language-processing extractive-text-summarization gat gnn gatv2 hetersumgraph

Updated Sep 25, 2023
Jupyter Notebook

rhfdn / radsum_app

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A web application for extractive summarization

react django-rest-framework pytorch webapp gru rnn tailwind summarunner pytorch-geometric gnn gatv2 hetersumgraph

Updated Mar 16, 2024
Python

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