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Test-Time Verification for Text-to-SQL via Outcome Reward Models

Improving the reliability of large language models (LLMs) at inference time is a central challenge in structured reasoning tasks such as Text-to-SQL. Common test-time inference strategies, including Best-of-N sampling and Majority Voting, rely on heuristic si...

Topic: Open Source LLMs Source: arXiv · arxiv.org Published 2026-06-29 19:31 UTC Fetched 2026-07-02 17:18 UTC

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Score 58 Source Type arxiv Reposts 0 Topic Quality 46

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