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porori

Porori: Knowledge Graph Relation Extractor.

Dotori: Entity Recongnition and Linking.

BonoBono: Korean Knowledge Graph Embedding model

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You can reproduce the results of the paper by simply running all cells in the main_for_submit.ipynb

You need to use GPU. since we will use our pretrained RE and NER model, the T4 GPU is enough. But we recommend using high RAM. so we recommend using L4 GPU.

Since CPU of the colab is not that fast, the KG construction time can be too long in colab. So we uploaded

the precomputed KGs in the precomputed_results/ folder. You can use them to reproduce the results of the paper.

To use this precomputed results, try the 'Graph analysis on Precomputed KGs' section in the main_for_submit.ipynb.

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PoRORI: Processing of Korean Royal Records Using Ontologies and RoBERTa-Based Inference

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