PersonaDrift: A Benchmark for Temporal Anomaly Detection in Language-Based Dementia Monitoring

Joy Lai, Alex Mihailidis

People living with dementia (PLwD) often show gradual shifts in how they communicate, becoming less expressive, more repetitive, or drifting off-topic in subtle ways. While caregiv…