Knowledge-Grounded Dialogue Generation for Medical Conversations: A Survey

Applying Artificial Intelligence (AI) techniques such as natural language generation in assisting medical treatment and diagnosis has made distinguished progress. One such technique is dialogue generation. The application of a medical dialogue system in assisting medical treatment has great potentia...

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Bibliographic Details
Main Authors: Liu, Xiaoxiao, Chang, Jian, Zhang, Jian Jun
Format: Conference Proceeding
Language:English
Subjects:
Artificial intelligence
Dialogue generation
Knowledge-grounded dialogue generation
Medical conversation system
Medical diagnostic imaging
Medical treatment
Natural languages
Oral communication
Surveys
Visualization
Online Access:Request full text
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Summary:Applying Artificial Intelligence (AI) techniques such as natural language generation in assisting medical treatment and diagnosis has made distinguished progress. One such technique is dialogue generation. The application of a medical dialogue system in assisting medical treatment has great potential to explore. This paper serves as a survey of digging application of AI techniques in knowledge-grounded dialogue generation for medical conversation systems. Meanwhile, we provide an academic visualization method to present such references.
ISSN:2375-0138
DOI:10.1109/IV60283.2023.00075