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Zihao Wang

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Preprint Jul 2026

CRAFT: Clustering Rubrics to Diagnose Weak LLM Capabilities and Generate Targeted Fine-Tuning Data

CRAFT is introduced, a method that converts any rubric based evaluation dataset into a model specific diagnosis of weak capabilities, and yields both a sharper picture of what a model cannot do and measurably better models after finetuning on that diagnosis.

Vipul Gupta, Zihao Wang, Razvan-Gabriel Dumitru et al. · 0 citations

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