FINER-SQL: Boosting Small Language Models for Text-to-SQL

FINER-SQL: Boosting Small Language Models for Text-to-SQL | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/finer-sql-boosting-small-language-models-for-text-to-sql

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-05-06
Score updated: 2026-05-06
Score fresh until: 2026-06-05
References: 0
Source count: 4
Coverage: 67%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID finer-sql-boosting-small-language-models-for-text-to-sql | Route /signal-canvas/finer-sql-boosting-small-language-models-for-text-to-sql

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/finer-sql-boosting-small-language-models-for-text-to-sql

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "finer-sql-boosting-small-language-models-for-text-to-sql",
    "query_text": "Summarize FINER-SQL: Boosting Small Language Models for Text-to-SQL"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "FINER-SQL: Boosting Small Language Models for Text-to-SQL",
  "normalized_query": "2605.03465",
  "route": "/signal-canvas/finer-sql-boosting-small-language-models-for-text-to-sql",
  "paper_ref": "finer-sql-boosting-small-language-models-for-text-to-sql",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: FINER-SQL: Boosting Small Language Models for Text-to-SQL

PDF: https://arxiv.org/pdf/2605.03465v1

Repository: https://github.com/thanhdath/finer-sql

Source count: 4

Coverage: 67%

Last proof check: 2026-05-06T20:22:29.787Z

Signal Canvas receipt window

Ready for execution: FINER-SQL: Boosting Small Language Models for Text-to-SQL

/buildability/finer-sql-boosting-small-language-models-for-text-to-sql

Build Nowready

Subject: FINER-SQL: Boosting Small Language Models for Text-to-SQL

Verdict

Build Now

Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.

FINER-SQL: Boosting Small Language Models for Text-to-SQL

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface