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ICLR 2025 Oral Paper Flaws SQL Eval

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πŸ€–Read original on Reddit r/MachineLearning

πŸ’‘Exposes eval flaw in top ICLR paperβ€”critical for code LLM researchers

⚑ 30-Second TL;DR

What Changed

Paper uses NL metrics for SQL eval, not execution-based.

Why It Matters

Highlights risks of flawed evals in ML conferences, urging better benchmarks for code gen tasks.

What To Do Next

Review the paper at openreview.net/forum?id=GGlpykXDCa and replicate SQL eval tests.

Who should care:Researchers & Academics
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Original source: Reddit r/MachineLearning β†—