DBLP-Link-2.0

This repository contains all code and resources for the Demo Paper accepted at International Semantic Web Conference 2025. The paper is titled "DBLPLink 2.0 -- An Entity Linker for the DBLP Scholarly Knowledge Graph" - Debayan Banerjee, Tilahun Abedissa Taffa, Ricardo Usbeck

Setup

1. Clone the repository

git clone git@github.com:semantic-systems/dblplink-2.0.git
cd dblplink-2.0/

2. Create virtual environment (recommended)

python3 -m venv .
source bin/activate  

3. Install requirements

pip install -r requirements.txt

4. Run backend

cd src/entitylinker
CUDA_VISIBLE_DEVICES=1 python non-streaming-api.py 5002

5. Run frontend

FRONTEND_CMD="next dev -H 0.0.0.0 -p 3001" reflex run --frontend-port 3001 --backend-port 8001 --env prod

Further instructions regarding evaluation, setting up of a local DBLP SPARQL endpoint and the label Elasticsearch index are currently missing, and will be made available soon. Please contact debayan.banerjee AT leuphana DOT de.