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{
"schema_version": 1,
"title": "Repro - Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL?",
"emoji": "🎯",
"space_id": "binzhango/repro-beyond-text-to-sql-squirrel",
"paper": {
"arxiv_id": "2601.18119",
"openreview_id": "4ltyJqAHMg"
},
"tags": [
"icml2026-repro",
"paper-4ltyJqAHMg"
],
"updated_at": "2026-07-16T00:54:27+00:00",
"root": {
"slug": "index",
"title": "Repro - Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL?",
"file": "pages/index.md",
"children": [
{
"slug": "claim-1-benchmark-construction-and-scale",
"title": "Claim 1: Benchmark construction and scale",
"file": "pages/claim-1-benchmark-construction-and-scale/page.md",
"children": []
},
{
"slug": "claim-2-claude-4-sonnet-headline-scores",
"title": "Claim 2: Claude-4-Sonnet headline scores",
"file": "pages/claim-2-claude-4-sonnet-headline-scores/page.md",
"children": []
},
{
"slug": "claim-3-open-model-results-and-below-20-pattern",
"title": "Claim 3: Open-model results and below-20 pattern",
"file": "pages/claim-3-open-model-results-and-below-20-pattern/page.md",
"children": []
},
{
"slug": "claim-4-enterprise-sql-complexity",
"title": "Claim 4: Enterprise SQL complexity",
"file": "pages/claim-4-enterprise-sql-complexity/page.md",
"children": []
},
{
"slug": "gpu-toy-debugging-experiment",
"title": "GPU toy debugging experiment",
"file": "pages/gpu-toy-debugging-experiment/page.md",
"children": []
},
{
"slug": "conclusion",
"title": "Conclusion",
"file": "pages/conclusion/page.md",
"children": []
},
{
"slug": "paper579-reproduction",
"title": "paper579-reproduction",
"file": "pages/paper579-reproduction/page.md",
"children": []
}
]
},
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"revision": "1784163267530010000"
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