AutoAdapt: Automatic Domain Discovery Enables Low-Cost Extensibility

Josh McGiff, Salma Mekaoui, Robert Shanahan +1

Instruction-tuned models are deployed into environments where domains are heterogeneous and evolve, yet adding new domains or data typically requires costly retraining. We present…