Author

Zohair Raza Hassan

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Preprint Aug 2026

RamseyGadgets: A Graph Construction Dataset for LLMs

A novel dataset of 70 underexplored graph construction problems that require finding Ramsey-good graphs with special properties, which shows that LLMs achieve only 37.70% accuracy on the hard-tier problems in this dataset, with Gemma-4-31B achieving the highest performance out of the five.

Zohair Raza Hassan, Deepak Pandita · 0 citations