Knowformer

Source code, datasets for submission "Position-aware Relational Transformer for Knowledge Graph Embedding".

Dependencies

• Python 3.7
• Python libraries: see requirements.txt

Description

./src contains the source code of Knowformer, and the core element of the model implementation is in ./src/model.

./data contains the datasets. Please cd ./data and unzip these datasets.

Instruction

To test for link prediction on three datasets, please run bash ./train_lp_fb15k237.sh, bash ./train_lp_wn18rr.sh and bash ./train_lp_yago.sh, respectively.

For entity alignment, please run bash ./train_ea_zh.sh, bash ./train_ea_ja.sh and bash ./train_ea_fr.sh, respectively.