Gavin BROOKS    Department   Kyoto University of Foreign Studies  Department of British and American Studies, Faculty of Foreign Studies    Position   Associate Professor
Date	2025/07/18
Presentation Theme	Streamlining learner corpus development with LLMs and NLP
Conference	JALT CALL Conference 2025
Promoters	JALT CALL
Conference Type	International
Presentation Type	Speech (General)
Contribution Type	Individual
Country	Japan
Venue	Tokyo University of Science, Katsushika Campus, Tokyo
Holding period	2025/07/18～2025/07/20
Publisher and common publisher	Gavin Brooks
Details	This presentation demonstrates an efficient cleaning workflow for learner corpora using LLMs and NLP tools. By integrating NLP libraries such as spaCy and Stanza with large language models such as Claude and ChatGPT, the workflow automates processes including spelling error detection, word classification, and the application of structured markup.