zzp1012 / jointly-embedding

jointly embedding both texts and knowledge graph into same space

jointly-embedding

Abstract

jointly embedding both triplets from knowledge graph and text corpus.

Requirements

1. Make sure GPU is avaible and CUDA>=10.2 has been installed on your computer. You can check it with

       nvidia-smi

2. Simply create an virtural environment with python>=3.8 and run pip install -r requirements.txt to download the required packages. If you use anaconda3 or miniconda, you can run following instructions to download the required packages in python.

       conda create -y -n joint python=3.8
       conda activate joint
       pip install pip --upgrade
       pip install -r requirements.txt
       conda activate joint

Contributing

if you would like to contribute some codes, please submit a PR, and feel free to post issues via Github.

Contact

Please contact [e-mail] if you have any question on the codes.

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UM-SJTU Joint Institute 交大密西根学院