This repo provides the source code & data of our paper: "The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing" published in the proceedings of the 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL2024 main, Oral)
- python=3.10
- PyTorch 1.13.1+cu117
- transformers 4.33.1
- You may download the datasets and model checkpoints from this link.
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Please see commands.sh file
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Note: Before running, you need to create the ./save folder first.
If you find this code useful, please consider citing the following paper.
@inproceedings{li-etal-2024-integration,
title = "The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing",
author = "Li, Muzhi and
Hu, Minda and
King, Irwin and
Leung, Ho-fung",
editor = "Duh, Kevin and
Gomez, Helena and
Bethard, Steven",
booktitle = "Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)",
month = jun,
year = "2024",
address = "Mexico City, Mexico",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2024.naacl-long.369",
pages = "6625--6638",
}
We refer to the code of TET and MiNer. Thanks for their contributions.