Publications

2024

  • LLM-Driven Learning Analytics Dashboard for Teachers in EFL Writing Education thumbnail
    LLM-Driven Learning Analytics Dashboard for Teachers in EFL Writing Education

    EMNLP 2024 Workshop on Customizing NLP for All (CustomNLP4U)

    Minsun Kim, SeonGyeom Kim, Suyoun Lee, Yoosang Yoon, Junho Myung, Haneul Yoo, Hyungseung Lim, Jieun Han, Yoonsu Kim, So-Yeon Ahn, Juho Kim, Alice Oh, Hwajung Hong, Tak Yeon Lee

    Introduces a learning analytics dashboard that helps EFL teachers monitor student ChatGPT interactions and align classroom strategies using LLM-driven insights.

  • LLM-as-a-tutor in EFL Writing Education: Focusing on Evaluation of Student-LLM Interaction thumbnail
    LLM-as-a-tutor in EFL Writing Education: Focusing on Evaluation of Student-LLM Interaction

    EMNLP 2024 Workshop on Customizing NLP for All (CustomNLP4U)

    Jieun Han, Haneul Yoo, Junho Myung, Minsun Kim, Hyunseung Lim, Yoonsu Kim, Tak Yeon Lee, Hwajung Hong, Juho Kim, So-Yeon Ahn, Alice Oh

    This study addresses the challenge of assessing LLM-as-a-tutor in EFL writing education by integrating pedagogical principles, proposing three key criteria—expert evaluation (quality and characteristics of feedback) and learner assessment (learning outcomes)—to evaluate its real-time essay feedback, thereby laying the groundwork for developing effective LLM tutors tailored to the needs of EFL learners.

  • Designing Prompt Analytics Dashboards to Analyze Student-ChatGPT Interactions in EFL Writing thumbnail
    Designing Prompt Analytics Dashboards to Analyze Student-ChatGPT Interactions in EFL Writing

    arXiv preprint

    Minsun Kim, SeonGyeom Kim, Suyoun Lee, Yoosang Yoon, Junho Myung, Haneul Yoo, Hyungseung Lim, Jieun Han, Yoonsu Kim, So-Yeon Ahn, Juho Kim, Alice Oh, Hwajung Hong, Tak Yeon Lee

    Reports on a prompt analytics dashboard prototype that supports teachers in interpreting student-ChatGPT interactions and mitigating classroom risks.

  • R
    RECIPE4U: Student-ChatGPT interaction dataset in EFL writing education

    In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)

    Jieun Han, Haneul Yoo, Junho Myung, Minsun Kim, Tak Yeon Lee, So-Yeon Ahn, Alice Oh

    Presents the RECIPE4U dataset capturing semester-long student-ChatGPT dialogues in EFL writing courses and outlines baseline analyses for educational LLM research.

2023

  • Exploring Student-ChatGPT Dialogue in EFL Writing Education thumbnail
    Exploring Student-ChatGPT Dialogue in EFL Writing Education

    NeurIPS 2023 Workshop on Generative AI for Education (GAIED)

    Jieun Han, Haneul Yoo, Junho Myung, Minsun Kim, Tak Yeon Lee, So-Yeon Ahn, Alice Oh

    Presents the RECIPE4U dataset capturing semester-long student-ChatGPT dialogues in EFL writing courses and outlines baseline analyses for educational LLM research.

  • RECIPE: How to Integrate ChatGPT into EFL Writing Education thumbnail
    RECIPE: How to Integrate ChatGPT into EFL Writing Education

    Proceedings of the Tenth ACM Conference on Learning at Scale (L@S 2023)

    Jieun Han, Haneul Yoo, Yoonsu Kim, Junho Myung, Minsun Kim, Hyungseung Lim, Juho Kim, Tak Yeon Lee, Hwajung Hong, So-Yeon Ahn, Alice Oh

    Describes the RECIPE platform that embeds ChatGPT into university EFL writing courses and documents deployment findings with 220+ students and instructors.