mlsanityData to 7 Oct 2026

Position: LLMs Can be Good Tutors in English Education

arXiv 2502.05467 ↗First posted 8 Feb 2025cs.CL cs.AIcited by 6

Not on the map. Why?

Abstract (arXiv)

While recent efforts have begun integrating large language models (LLMs) into English education, they often rely on traditional approaches to learning tasks without fully embracing educational methodologies, thus lacking adaptability to language learning. To address this gap, we argue that LLMs have the potential to serve as effective tutors in English Education. Specifically, LLMs can play three critical roles: (1) as data enhancers, improving the creation of learning materials or serving as student simulations; (2) as task predictors, serving as learner assessment or optimizing learning pathway; and (3) as agents, enabling personalized and inclusive education. We encourage interdisciplinary research to explore these roles, fostering innovation while addressing challenges and risks, ultimately advancing English Education through the thoughtful integration of LLMs.

Key facts. Cited by 6 papers in the map (data through 7 Oct 2026). Builds on 66 of its 165 references that are in the map. First posted on arXiv 8 Feb 2025.

Builds on

66 of 165 references.

References · 66

  1. 2017Attention Is All You Needcited by 59,932
  2. 2023Direct Preference Optimization: Your Language Model is Secretly a Reward Modelcited by 7,916
  3. 2024A Survey on LLM-as-a-Judgecited by 1,384
  4. 2024From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judgecited by 480
  5. 2024LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methodscited by 451
  6. 2024Understanding the planning of LLM agents: A surveycited by 414
  7. 2021A Survey of Data Augmentation Approaches for NLPcited by 408
  8. 2023Evaluating Large Language Models at Evaluating Instruction Followingcited by 290
  9. 2024On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Surveycited by 240
  10. 2021A Survey of Human-in-the-loop for Machine Learningcited by 214
  11. 2023Data-centric Artificial Intelligence: A Surveycited by 202
  12. 2023Knowledge Editing for Large Language Models: A Surveycited by 189
38 more
  1. 2024Towards Measuring and Modeling "Culture" in LLMs: A Surveycited by 166
  2. 2023Text-to-Audio Generation using Instruction-Tuned LLM and Latent Diffusion Modelcited by 145
  3. 2024Simulating Classroom Education with LLM-Empowered Agentscited by 125
  4. 2023Is ChatGPT a Highly Fluent Grammatical Error Correction System? A Comprehensive Evaluationcited by 97
  5. 2023CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotationcited by 93
  6. 2024Can LLMs Learn from Previous Mistakes? Investigating LLMs' Errors to Boost for Reasoningcited by 69
  7. 2024Exploring LLM Prompting Strategies for Joint Essay Scoring and Feedback Generationcited by 63
  8. 2024Unifying AI Tutor Evaluation: An Evaluation Taxonomy for Pedagogical Ability Assessment of LLM-Powered AI Tutorscited by 60
  9. 2022Dialog Inpainting: Turning Documents into Dialogscited by 56
  10. 2024Generative Students: Using LLM-Simulated Student Profiles to Support Question Item Evaluationcited by 56
  11. 2024How Well Do LLMs Represent Values Across Cultures? Empirical Analysis of LLM Responses Based on Hofstede Cultural Dimensionscited by 51
  12. 2024Towards Implicit Bias Detection and Mitigation in Multi-Agent LLM Interactionscited by 50
  13. 2024Evaluating LLMs at Detecting Errors in LLM Responsescited by 49
  14. 2024MEGAnno+: A Human-LLM Collaborative Annotation Systemcited by 47
  15. 2024Exploring Knowledge Tracing in Tutor-Student Dialogues using LLMscited by 44
  16. 2024Human-AI Collaborative Essay Scoring: A Dual-Process Framework with LLMscited by 38
  17. 2024Enhancing LLM-Based Feedback: Insights from Intelligent Tutoring Systems and the Learning Sciencescited by 37
  18. 2024MathVC: An LLM-Simulated Multi-Character Virtual Classroom for Mathematics Educationcited by 35
  19. 2024Best Practices for Text Annotation with Large Language Modelscited by 34
  20. 2024Knowledge Graphs as Context Sources for LLM-Based Explanations of Learning Recommendationscited by 31
  21. 2024AutoTutor meets Large Language Models: A Language Model Tutor with Rich Pedagogy and Guardrailscited by 30
  22. 2021A Survey of Knowledge Tracing: Models, Variants, and Applicationscited by 29
  23. 2023LLM-as-a-tutor in EFL Writing Education: Focusing on Evaluation of Student-LLM Interactioncited by 28
  24. 2024LLMs can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thoughtcited by 28
  25. 2024Book2Dial: Generating Teacher-Student Interactions from Textbooks for Cost-Effective Development of Educational Chatbotscited by 25
  26. 2024Ruffle&Riley: Insights from Designing and Evaluating a Large Language Model-Based Conversational Tutoring Systemcited by 25
  27. 2024Multilingual Blending: LLM Safety Alignment Evaluation with Language Mixturecited by 22
  28. 2024Enhancing Critical Thinking in Education by means of a Socratic Chatbotcited by 21
  29. 2024Towards Modeling Learner Performance with Large Language Modelscited by 20
  30. 2023Enhancing Grammatical Error Correction Systems with Explanationscited by 19
  31. 2024Pedagogical Alignment of Large Language Modelscited by 19
  32. 2024Large Language Model as an Assignment Evaluator: Insights, Feedback, and Challenges in a 1000+ Student Coursecited by 19
  33. 2024Can AI grade your essays? A comparative analysis of large language models and teacher ratings in multidimensional essay scoringcited by 19
  34. 2022Generating Information-Seeking Conversations from Unlabeled Documentscited by 17
  35. 2023RECIPE: How to Integrate ChatGPT into EFL Writing Educationcited by 17
  36. 2024CLST: Cold-Start Mitigation in Knowledge Tracing by Aligning a Generative Language Model as a Students' Knowledge Tracercited by 16
  37. 2024DevBench: A multimodal developmental benchmark for language learningcited by 13
  38. 2024The Effects of Embodiment and Personality Expression on Learning in LLM-based Educational Agentscited by 13

50 most cited of 66 All 66 (JSON)

Built on by

Cited by year (2026 to 7 Oct)

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

6 papers.