Think Before You Comfort: Reflective Cognitive Alignment for Protocol-Grounded Elderly Stimulation Agents
Jiang, J., Author 2, Author 3, Author 4, Author 5
Abstract
This paper presents a framework to enhance Cognitive Stimulation Therapy for elders with cognitive impairment using Large Language Models while addressing data scarcity and protocol adherence.
Reality Card
The Reflective Cognitive Alignment framework significantly improves protocol adherence, safety, and group facilitation in cognitive stimulation interactions compared to standard prompting methods.
RCA consistently improves protocol adherence and safety across evaluations with six backbone LLMs.
The reliance on trained facilitators and data scarcity in low-resource languages may limit broader applicability.
Paper to code
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