xyjigsaw / Text2Graph

Text2Graph model trained with T5 (Similar to GraphGPT)

Text2Graph

Text2Graph model trained with T5

Similar to GraphGPT, this model converts unstructured natural language into a knowledge graph. We provide the trained T5 model for triple extraction.

Model

We select T5-base model for training with WebNLG dataset. The model file can be downloaded from Huggingface.

Run

1. Backend

Note that you should download our T5 model and put it into the backend folder.

cd backend
pip install -r requirements.txt 
python apiCore.py

2. Frontend

cd frontend
npm install
npm run start