Toward a Large Language Model-Driven Medical Knowledge Retrieval and QA System: Framework Design and Evaluation

Toward a Large Language Model-Driven Medical Knowledge Retrieval and QA System: Framework Design and Evaluation

Recent advancements in large language models (LLMs) have driven remarkable progress in text processing, opening new avenues for medical knowledge discovery. In this study, we present ERQA, a mEdical knowledge Retrieval and Question-Answering framework powered by an enhanced LLM that integrates a sem...

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Bibliographic Details
Main Authors: Yuyang Liu, Xiaoying Li, Yan Luo, Jinhua Du, Ying Zhang, Tingyu Lv, Hao Yin, Xiaoli Tang, Hui Liu
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:Engineering
Subjects:
Large language models
Medical knowledge
Information retrieval
Vector database
Online Access:http://www.sciencedirect.com/science/article/pii/S2095809925001080
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http://www.sciencedirect.com/science/article/pii/S2095809925001080

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