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LinE

Official implementation of LinE: Logical Query Reasoning over Hierarchical Knowledge Graphs.

Zijian Huang, Meng-Fen Chiang, Wang-Chien Lee, KDD 2022.

Examples

Please refer to the example.sh for the scripts of the models on all 3 datasets.

Citations

Please consider cite our paper if you find the paper and the code useful.

@inproceedings{10.1145/3534678.3539338,
author = {Huang, Zijian and Chiang, Meng-Fen and Lee, Wang-Chien},
title = {LinE: Logical Query Reasoning over Hierarchical Knowledge Graphs},
booktitle = {Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining},
pages = {615–625},
numpages = {11},
doi = {10.1145/3534678.3539338},
url = {https://doi.org/10.1145/3534678.3539338},
year = {2022}
}

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Multi-Hop Logical Reasoning in Knowledge Graphs

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