mlsanityData to 14 Oct 2026

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

arXiv 2410.15025 ↗First posted 19 Oct 2024cs.HC cs.AIcited by 5

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Abstract (arXiv)

This paper presents the development of a dashboard designed specifically for teachers in English as a Foreign Language (EFL) writing education. Leveraging LLMs, the dashboard facilitates the analysis of student interactions with an essay writing system, which integrates ChatGPT for real-time feedback. The dashboard aids teachers in monitoring student behavior, identifying noneducational interaction with ChatGPT, and aligning instructional strategies with learning objectives. By combining insights from NLP and Human-Computer Interaction (HCI), this study demonstrates how a human-centered approach can enhance the effectiveness of teacher dashboards, particularly in ChatGPT-integrated learning.

Key facts. Cited by 5 papers in the map (data through 14 Oct 2026). Builds on 4 of its 30 references that are in the map. First posted on arXiv 19 Oct 2024.

Builds on

4 of 30 references.

References · 4

  1. 2018BERT: Pre-training of Deep Bidirectional Transformers for Language Understandingcited by 40,399
  2. 2020Language Models are Few-Shot Learnerscited by 32,419
  3. 2023RECIPE: How to Integrate ChatGPT into EFL Writing Educationcited by 17
  4. 2024RECIPE4U: Student-ChatGPT Interaction Dataset in EFL Writing Educationcited by 7

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Cited by year (2026 to 14 Oct)

Citing papers per year: 2025: 3; 2026: 2.

5 papers.