BIR 2023 · Conference paper
DBLP-QuAD: A Question Answering Dataset over the DBLP Scholarly Knowledge Graph
Workshop on Bibliometric-enhanced Information Retrieval co-located with the European Conference on Information Retrieval, BIR@ECIR 2023, Dublin, Ireland, April 2, 2023, pp. 37–51. CEUR-WS.org.
Abstract
In this work we create a question answering dataset over the DBLP scholarly knowledge graph (KG). DBLP is an on-line reference for bibliographic information on major computer science publications that indexes over 4.4 million publications published by more than 2.2 million authors. Our dataset consists of 10,000 question answer pairs with the corresponding SPARQL queries which can be executed over the DBLP KG to fetch the correct answer. DBLP-QuAD is the largest scholarly question answering dataset.
Cite
@inproceedings{banerjee2023dblpquad,
author = {Banerjee, Debayan and Awale, Sushil and Usbeck, Ricardo and Biemann, Chris},
title = {{DBLP-QuAD}: {A} Question Answering Dataset over the {DBLP} Scholarly Knowledge Graph},
booktitle = {Workshop on Bibliometric-enhanced Information Retrieval co-located with the European Conference on Information Retrieval, {BIR}@{ECIR} 2023, Dublin, Ireland, April 2, 2023},
pages = {37--51},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3617/paper-05.pdf},
month = apr,
}