Alzheimer's Diagnosis and Generation-Based Chatbot Using Hierarchical Attention and Transformer. (arXiv:2211.07703v1 [cs.CL])

In this paper, we propose a natural language processing architecture that can
handle tasks that previously required two models as one model. With a single
model, we analyze the language patterns and conversational context of
Alzheimer's patients and derive answers from two results: patient
classification and chatbot. If the patient's language characteristics are
identified by chatbots in daily life, doctors can plan more precise diagnosis
and treatment for early diagnosis. The proposed model is used to develop
chatbots that replace …

alzheimer's arxiv attention chatbot diagnosis hierarchical transformer