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History, development, and principles of large language models: an introductory survey
Abstract Language models serve as a cornerstone in natural language processing, utilizing
mathematical methods to generalize language laws and knowledge for prediction and …
mathematical methods to generalize language laws and knowledge for prediction and …
Simulating classroom education with llm-empowered agents
Large language models (LLMs) have been employed in various intelligent educational tasks
to assist teaching. While preliminary explorations have focused on independent LLM …
to assist teaching. While preliminary explorations have focused on independent LLM …
[HTML][HTML] Analyzing K-12 AI education: A large language model study of classroom instruction on learning theories, pedagogy, tools, and AI literacy
D Wu, M Chen, X Chen, X Liu - Computers and Education: Artificial …, 2024 - Elsevier
There is growing recognition among researchers and stakeholders about the significant
impact of artificial intelligence (AI) technology on classroom instruction. As a crucial element …
impact of artificial intelligence (AI) technology on classroom instruction. As a crucial element …
Towards goal-oriented intelligent tutoring systems in online education
Interactive Intelligent Tutoring Systems (ITSs) enhance traditional ITSs by promoting
effective learning through interactions and problem resolution in online education. Yet …
effective learning through interactions and problem resolution in online education. Yet …
Scaffolding language learning via multi-modal tutoring systems with pedagogical instructions
Intelligent tutoring systems (ITSs) that imitate human tutors and aim to provide immediate
and customized instructions or feedback to learners have shown their effectiveness in …
and customized instructions or feedback to learners have shown their effectiveness in …
PAIGE: Examining learning outcomes and experiences with personalized AI-generated educational podcasts
Generative AI is revolutionizing content creation and has the potential to enable real-time,
personalized educational experiences. We investigated the effectiveness of converting …
personalized educational experiences. We investigated the effectiveness of converting …
Training Turn-by-Turn Verifiers for Dialogue Tutoring Agents: The Curious Case of LLMs as Your Coding Tutors
Intelligent tutoring agents powered by large language models (LLMs) have been
increasingly explored to deliver personalized guidance in areas such as language learning …
increasingly explored to deliver personalized guidance in areas such as language learning …
Awaking the Slides: A Tuning-free and Knowledge-regulated AI Tutoring System via Language Model Coordination
The vast pre-existing slides serve as rich and important materials to carry lecture knowledge.
However, effectively leveraging lecture slides to serve students is difficult due to the multi …
However, effectively leveraging lecture slides to serve students is difficult due to the multi …
LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System
Intelligent Tutoring Systems (ITSs) have revolutionized education by offering personalized
learning experiences. However, as goal-oriented learning, which emphasizes efficiently …
learning experiences. However, as goal-oriented learning, which emphasizes efficiently …
Enhancing classroom teaching with LLMs and RAG
E Mullins, A Portillo, K Ruiz Rohena… - Proceedings of the 25th …, 2024 - dl.acm.org
Large Language Models have become a valuable source of information for our daily
inquiries. However, after training, its data source quickly becomes out-of-date, making RAG …
inquiries. However, after training, its data source quickly becomes out-of-date, making RAG …