/SEU

Primary LanguageJupyter Notebook

From Alignment to Assignment: Frustratingly Simple but Effective Unsupervised Entity Alignment without Neural Networks

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;

Word vectors

Environment

  • Jupyter notebook
  • tensorflow == 2.4.1
  • Python == 3.6.5
  • Numba
  • Scipy
  • Numpy
  • tqdm

Just run main.ipynb block by block.