@inproceedings{deworetzki-ljunglof-2025-graph,
title = "Graph Databases for Fast Queries in {UD} Treebanks",
author = {Deworetzki, Niklas and
Ljungl{\"o}f, Peter},
editor = {Jablotschkin, Sarah and
K{\"u}bler, Sandra and
Zinsmeister, Heike},
booktitle = "Proceedings of the 23rd International Workshop on Treebanks and Linguistic Theories (TLT, SyntaxFest 2025)",
month = aug,
year = "2025",
address = "Ljubljana, Slovenia",
publisher = "Association for Computational Linguistics",
url = "https://preview.aclanthology.org/corrections-2025-08/2025.tlt-1.4/",
pages = "32--43",
ISBN = "979-8-89176-291-6",
abstract = "We investigate if labeled property graphs, and graph databases, can be an useful and efficient way of encoding UD treebanks, to facilitate searching for complex syntactic phenomena. We give two alternative encodings of UD treebanks into the off-the-shelf graph database Neo4j, and show how to translate syntactic queries into the graph query language Cypher. Our evaluation shows that graph databases can improve query times by several orders of magnitude, compared to existing approaches."
}
Markdown (Informal)
[Graph Databases for Fast Queries in UD Treebanks](https://preview.aclanthology.org/corrections-2025-08/2025.tlt-1.4/) (Deworetzki & Ljunglöf, TLT-SyntaxFest 2025)
ACL
- Niklas Deworetzki and Peter Ljunglöf. 2025. Graph Databases for Fast Queries in UD Treebanks. In Proceedings of the 23rd International Workshop on Treebanks and Linguistic Theories (TLT, SyntaxFest 2025), pages 32–43, Ljubljana, Slovenia. Association for Computational Linguistics.