most citedLearning Effective Representations for Person-Job Fit by Feature Fusion

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cs.LG2026

Beyond Imbalance Ratio: Data Characteristics as Critical Moderators of Oversampling Method Selection

Yuwen Jiang, Songyun Ye

The prevailing IR-threshold paradigm posits a positive correlation between imbalance ratio (IR) and oversampling effectiveness, yet this assumption remains empirically unsubstantia…