Dataset Viewer
The dataset viewer is not available for this dataset.
Unexpected token '<', "<html> <h"... is not valid JSON

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

OverpassNL (HF reformatted)

Reformatted version of the OverpassNL dataset for use with the verifiers framework.

Source

Staniek, M., Fink, N., Mahdavi, S. A., & Riezler, S. (2024). Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap. Transactions of the Association for Computational Linguistics (TACL), 12, 1375-1390. arXiv:2308.16060

Original repository: https://github.com/raphael-sch/OverpassNL

Schema

  • prompt: Natural language query (raw text, no system prompt)
  • answer: Gold Overpass QL query
  • info: JSON string with bbox (south,west,north,east), split, and hard flag

Splits

Split Examples Hard subset
train 6,352
dev 1,000 333
test 1,000 333

Changes from original

  • Parallel .nl/.query/.bbox files merged into a single HF Dataset
  • Hard subset flag derived from .hard.nl file membership
  • No content modifications to the original data
Downloads last month
11

Models trained or fine-tuned on laulauland/overpass-nl

Paper for laulauland/overpass-nl