PSR: "Are Negative Samples Necessary in Entity Alignment? An Approach with High Performance, Scalability and Robustness"

[arXiv]

Datasets

• ent_ids_1: ids for entities in source KG;
• ent_ids_2: ids for entities in target KG;
• ref_ent_ids: entity links encoded by ids;
• triples_1: relation triples encoded by ids in source KG;
• triples_2: relation triples encoded by ids in target KG;

Environment

• Jupyter notebook
• tensorflow == 2.6
• Python == 3.7
• Numba
• Scipy
• Numpy
• tqdm

Just run main.ipynb block by block.