Wenhai Wang
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2026
Domain-Specific Data Synthesis for LLMs via Minimal Sufficient Representation Learning
The paper introduces DOMINO, a novel inductive framework that synthesizes domain-specific data for LLMs using only reference examples, significantly improving performance on challenging, implicitly defined domains.
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cs.AIRecentMay 28, 2026
Domain-Specific Data Synthesis for LLMs via Minimal Sufficient Representation Learning
Tong Ye, Hang Yu, Tengfei Ma, Xuhong Zhang +5 more
The paper introduces DOMINO, a novel inductive framework that synthesizes domain-specific data for LLMs using only reference examples, significantly improving performance on challenging, implicitly de…
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