NodeSynth generates evidence-anchored synthetic queries that trigger up to five times higher failure rates in mainstream LLMs than human-authored benchmarks.
Synthetic data for evaluation: Supporting llm-as-a-judge workflows with evalassist
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NodeSynth: Socially Aligned Synthetic Data for AI Evaluation
NodeSynth generates evidence-anchored synthetic queries that trigger up to five times higher failure rates in mainstream LLMs than human-authored benchmarks.