PyTorch implementation of DeepER

Running a model:

 CUDA_VISIBLE_DEVICES=1 python main.py --algorithm deeper --dataset WN18RR --mode uni
 CUDA_VISIBLE_DEVICES=1 python main.py --algorithm mdeeper --dataset FB-IMG --mode mul

Hyperparameters:

Available in hyperparameters.txt

Requirements

PyTorch	1.8.1
GrouPy

Access GrouPy (Pytorch) at https://github.com/adambielski/GrouPy

Unzip data.rar

Access FB-IMG, WN9-IMG, and their pretrained embeddings at https://github.com/UKPLab/starsem18-multimodalKB

Acknowledgment:

DeepER is implemented in the code base taken from https://github.com/ibalazevic/HypER