摘要
基于开源大语言模型ChatGLM,构建一个面向教学和科研的对话语言模型。首先,介绍了ChatGLM的基本原理和在自然语言处理领域的优势。其次,探讨了如何利用ChatGLM构建适用于教学和科研场景的对话语言模型,包括模型的部署、模型的微调、问答系统的构建等关键步骤。最后,对构建完成的模型效果进行了评估,并根据教研行业的特点,对其在教育和科研场景的应用进行探索,实现AI赋能教学和科研的目标。将大语言模型应用于教学科研和学生管理工作中,为提升教师工作效率和质量提供了新的思路和解决方案。
Based on the open source Large Language Model ChatGLM,a dialogue language model for teaching and research is constructed.Firstly,the basic principles of ChatGLM and its advantages in the field of Natural Language Processing are introduced.Secondly,it discusses how to use ChatGLM to construct a dialogue language model suitable for teaching and research scenarios,including key steps such as model deployment,model fine-tuning,and question answering system construction.Finally,the effect of the constructed model is evaluated,and according to the characteristics of the teaching and research industry,its application in education and scientific research scenarios is explored to achieve the goal of AI enabling teaching and scientific research.The application of Large Language Model in teaching and scientific research and student management work provides new ideas and solutions for improving the efficiency and quality of teachers' work.
作者
邹燕妮
何雪琪
ZOU Yanni;HE Xueqi(Guangdong Polytechnic of Science and Technology,Zhuhai 519090,China)
出处
《现代信息科技》
2025年第4期162-166,共5页
Modern Information Technology
基金
2023年广东省普通高校青年创新人才类项目(2023KQNCX183)
2022年广东省教育厅特色创新项目(2022KTSCX253)。
关键词
ChatGLM
教研对话
大语言模型
自然语言处理
问答系统
ChatGLM
teaching and research dialogue
Large Language Model
Natural Language Processing
question answering system
