Large language model and domain-specific model collaboration for smart education

IF 2.7 3区工程技术 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS

Frontiers of Information Technology & Electronic Engineering Pub Date : 2024-03-23 DOI:10.1631/fitee.2300747

Yawei Luo, Yi Yang

引用次数: 0

Abstract

提出旨在增强智能教育的大型语言与领域特定模型协作(LDMC)框架。LDMC框架充分利用大型领域通用模型的综合全面知识,将其与小型领域特定模型的专业和学科知识相结合,并融入来自学习理论模型的教育学知识。这种整合产生的多重知识表达促进了个性化和自适应的教育体验。在智能教育背景下探讨了LDMC框架的各种应用,包括群体学习、个性化辅导、课堂管理等。LDMC融合了多种规模模型的智能,代表了一种先进而全面的教育辅助框架。随着人工智能的不断发展,该框架有望在智慧教育领域展现较大潜力。

查看原文本刊更多论文

面向智能教育的大语言模型和特定领域模型协作

本文章由计算机程序翻译，如有差异，请以英文原文为准。

求助全文

约1分钟内获得全文求助全文

来源期刊

Frontiers of Information Technology & Electronic Engineering COMPUTER SCIENCE, INFORMATION SYSTEMSCOMPU-COMPUTER SCIENCE, SOFTWARE ENGINEERING

CiteScore

6.00

自引率

10.00%

发文量

1372

期刊介绍： Frontiers of Information Technology & Electronic Engineering (ISSN 2095-9184, monthly), formerly known as Journal of Zhejiang University SCIENCE C (Computers & Electronics) (2010-2014), is an international peer-reviewed journal launched by Chinese Academy of Engineering (CAE) and Zhejiang University, co-published by Springer & Zhejiang University Press. FITEE is aimed to publish the latest implementation of applications, principles, and algorithms in the broad area of Electrical and Electronic Engineering, including but not limited to Computer Science, Information Sciences, Control, Automation, Telecommunications. There are different types of articles for your choice, including research articles, review articles, science letters, perspective, new technical notes and methods, etc.