Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints

This repo contains preliminary code of the following paper:

Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints

Requirements

• PyTorch
• Transformers
• NumPy

Training and Evaluation

Training

bash train.sh

Inference

python link_prediction

Pretrained Language Model

Download the pretrained language model XLM-R from huggingface.