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metadata
license: cc-by-sa-4.0
task_categories:
- text-generation
language:
- en
tags:
- text-to-sql
- spider
- self-healing
pretty_name: Self-heal SQL - Spider splits
Self-heal SQL: database-disjoint Spider splits
Splits and SQLite databases used for a self-healing text-to-SQL agent (detect failures -> classify -> generate corrective examples -> DPO retrain -> gate).
Derived from Spider (Yu et al., 2018, https://yale-lily.github.io/spider), CC BY-SA 4.0.
| split | source | purpose |
|---|---|---|
pool |
Spider train, DB group A | failure pool; its failures become training data |
gate |
Spider train, DB group B | held-out deployment gate; never used to build training data |
test |
Spider dev | headline before/after numbers |
No database appears in more than one split (asserted at build time). Rows whose gold query errors, times out or returns zero rows were dropped.
Row fields: qid, split, db_id, question, gold_sql, db_path, schema.
db_path is relative to the repo root.