selfheal-sql-spider / README.md
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Spider-derived DB-disjoint splits + databases
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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.