icati - Linwei Yang

GAI and Language Learning

Generative AI (GAI) is transforming the landscape of language learning by providing personalized feedback and adaptive learning pathways.

Tools for Research:

Human-AI interactive Prompts Promote ...

Introduction:

In November 2024, I was invited to participate in the 'Seminar on the Training of Master's Professionals in English Subject Teaching in the New Era' hosted by the School of Foreign Languages at Jiangsu Normal University. I also led a workshop, demonstrating and training attendees on methods and tools for empowering foreign language teaching with GAI."

AI and Corpus Linguistics

Corpus linguistics leverages large data sets to analyze language use in context.

Research Tools:

Public Corpora:

Publications

Yang L (2023). Mining and visualizing large-scale course reviews of LMOOCs learners through structural topic model. PLoS ONE 18(5): e0284463. https://doi.org/10.1371/journal.pone.0284463

Linwei, Y. (2024). Using the Structural Topic Model to Explore Learner Satisfaction with LMOOCs. In: Khine, M.S. (eds) Text Mining in Educational Research. Springer, Singapore. https://doi.org/10.1007/978-981-97-7858-4_7

杨林伟、胡杰辉. (2024). 基于STM的外语慕课学习者满意度及影响因素分析. 中国外语 (04), 58-68.

杨林伟. (2024). 基于外语慕课评论的学习者观点挖掘与可视化研究. 山东外语教学 (03), 70-79.

杨林伟. (2024). 基于深度学习技术的中国学习者英语语法自动纠错研究. 北京：外语教学与研究出版. 2024年07月.

杨林伟. (2025). 基于深度学习的英语学习者语法纠错研究综述. 计算机应用与软件. 待刊

About Me

Hello! I am Linwei Yang, a passionate researcher at Yantai University. My interests lie in Artificial Intelligence, language acquisition, and corpus linguistics. I enjoy exploring innovative educational technologies that enhance learning experiences.