laulauland/overpass-rl-train
收藏Hugging Face2026-03-21 更新2026-03-29 收录
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https://hf-mirror.com/datasets/laulauland/overpass-rl-train
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资源简介：
---
license: cc-by-4.0
language: en
tags:
- overpass-ql
- openstreetmap
- synthetic
- text-to-query
---
# Overpass RL Training Prompts
Synthetic natural language prompts for training an Overpass QL generation model via GRPO.
## Sources
- **Synthetic prompts**: Generated by Claude Haiku 4.5 from OSM taginfo corpus tag combinations
with varied spatial patterns, query types, and phrasing styles.
- **OverpassNL train split**: Natural language inputs from the OverpassNL dataset (without gold
queries), mixed in for ecological validity. See [OverpassNL](https://github.com/raphael-sch/OverpassNL):
> Staniek, M., Fink, N., Mahdavi, S. A., & Riezler, S. (2024).
> Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap.
> TACL, 12, 1375-1390. [arXiv:2308.16060](https://arxiv.org/abs/2308.16060)
- **Tag corpus**: Built from [taginfo.openstreetmap.org](https://taginfo.openstreetmap.org) database
dumps. OSM data is licensed under [ODbL](https://opendatacommons.org/licenses/odbl/).
## Schema
- `prompt`: Natural language request (no system prompt, no gold query)
提供机构：
laulauland
