/PSR

The Code of "Are Negative Samples Necessary in Entity Alignment? AnApproach with High Performance, Scalability and Robustness" CIKM 2021

Primary LanguageJupyter Notebook

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.