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20222026
most citedA review of ensemble learning and data augmentation models for class imbalanced problems: combination, implementation and evaluation

22 citations · 34 across the 11 of their papers we have counts for

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cs.CL2025

Sem-DPO: Mitigating Semantic Inconsistency in Preference Optimization for Prompt Engineering

Anas Mohamed, Azal Ahmad Khan, Xinran Wang +5

Generative AI can now synthesize strikingly realistic images from text, yet output quality remains highly sensitive to how prompts are phrased. Direct Preference Optimization (DPO)…