Prompting vs Ensemble Architectures for Arabic English Code-Switched Classification
A controlled comparison between architecture based optimization and prompting based inference for Arabic-English code-switched topic classification is provided, and the results indicate that inference time conditioning can be more effective than increasing architectural complexity for this task.