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overpass-nl

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overpass-nl / README.md

Laurynas Keturakis

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license: other
license_name: academic-use
license_link: https://arxiv.org/abs/2308.16060
language: en
tags:
  - overpass-ql
  - openstreetmap
  - text-to-query
  - geodata

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