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Continuous geographic modeling reveals that predicting Arabic dialect origins can achieve impressive accuracy while exposing significant room for improvement in zero-shot scenarios.
Stop punishing your model for disagreeing with corrupted data – Trust-SSL learns better representations by treating alignment with degraded views as a residual learning problem, not a hard constraint.
