mlsanityData to 7 Oct 2026

EduChat: A Large-Scale Language Model-based Chatbot System for Intelligent Education

arXiv 2308.02773 ↗First posted 5 Aug 2023cs.CLcited by 80

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Abstract (arXiv)

EduChat (https://www.educhat.top/) is a large-scale language model (LLM)-based chatbot system in the education domain. Its goal is to support personalized, fair, and compassionate intelligent education, serving teachers, students, and parents. Guided by theories from psychology and education, it further strengthens educational functions such as open question answering, essay assessment, Socratic teaching, and emotional support based on the existing basic LLMs. Particularly, we learn domain-specific knowledge by pre-training on the educational corpus and stimulate various skills with tool use by fine-tuning on designed system prompts and instructions. Currently, EduChat is available online as an open-source project, with its code, data, and model parameters available on platforms (e.g., GitHub https://github.com/icalk-nlp/EduChat, Hugging Face https://huggingface.co/ecnu-icalk ). We also prepare a demonstration of its capabilities online (https://vimeo.com/851004454). This initiative aims to promote research and applications of LLMs for intelligent education.

Key facts. Cited by 80 papers in the map (data through 7 Oct 2026). Builds on 16 of its 25 references that are in the map. First posted on arXiv 5 Aug 2023.

Builds on

16 of 25 references.

References · 16

  1. 2023LLaMA: Open and Efficient Foundation Language Modelscited by 13,958
  2. 2019Sentence-BERT: Sentence Embeddings using Siamese BERT-Networkscited by 9,049
  3. 2021Evaluating Large Language Models Trained on Codecited by 8,053
  4. 2021Finetuned Language Models Are Zero-Shot Learnerscited by 3,747
  5. 2020Learning to summarize from human feedbackcited by 2,562
  6. 2023LIMA: Less Is More for Alignmentcited by 1,080
  7. 2021GLM: General Language Model Pretraining with Autoregressive Blank Infillingcited by 1,026
  8. 2023C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Modelscited by 694
  9. 2023ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledgecited by 324
  10. 2021Towards Emotional Support Dialog Systemscited by 294
  11. 2023FinGPT: Open-Source Financial Large Language Modelscited by 244
  12. 2023HuatuoGPT, towards Taming Language Model to Be a Doctorcited by 211
4 more
  1. 2023Chatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts Architecturecited by 119
  2. 2023Exploring the Impact of Instruction Data Scaling on Large Language Models: An Empirical Study on Real-World Use Casescited by 85
  3. 2023Chinese Open Instruction Generalist: A Preliminary Releasecited by 35
  4. 2023The BEA 2023 Shared Task on Generating AI Teacher Responses in Educational Dialoguescited by 27

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2023: 7; 2024: 41; 2025: 24; 2026: 8.

80 papers.

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  1. 2023A Survey on Large Language Model based Autonomous Agentscited by 2,203
  2. 2024A Survey on Knowledge Distillation of Large Language Modelscited by 276
  3. 2024Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalizationcited by 203
  4. 2024A Review of Large Language Models and Autonomous Agents in Chemistrycited by 96
  5. 2024From Matching to Generation: A Survey on Generative Information Retrievalcited by 89
  6. 2023Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agentscited by 72
  7. 2024Developing ChemDFM as a large language foundation model for chemistrycited by 51
  8. 2024Knowledge Mechanisms in Large Language Models: A Survey and Perspectivecited by 50
  9. 2025Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Surveycited by 47
  10. 2024CBT-LLM: A Chinese Large Language Model for Cognitive Behavioral Therapy-based Mental Health Question Answeringcited by 45
  11. 2024Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologiescited by 44
  12. 2024On the Multi-turn Instruction Following for Conversational Web Agentscited by 42
38 more
  1. 2024Adaptive In-conversation Team Building for Language Model Agentscited by 38
  2. 2025Agent4Edu: Generating Learner Response Data by Generative Agents for Intelligent Education Systemscited by 32
  3. 2023Adapting Large Language Models for Content Moderation: Pitfalls in Data Engineering and Supervised Fine-tuningcited by 28
  4. 2024Bringing Generative AI to Adaptive Learning in Educationcited by 24
  5. 2024Transforming Wearable Data into Personal Health Insights using Large Language Model Agentscited by 19
  6. 2023User Modeling in the Era of Large Language Models: Current Research and Future Directionscited by 18
  7. 2025One Size doesn't Fit All: A Personalized Conversational Tutoring Agent for Mathematics Instructioncited by 17
  8. 2025Training Turn-by-Turn Verifiers for Dialogue Tutoring Agents: The Curious Case of LLMs as Your Coding Tutorscited by 17
  9. 2024A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluationscited by 16
  10. 2023CodeApex: A Bilingual Programming Evaluation Benchmark for Large Language Modelscited by 15
  11. 2024Improving Socratic Question Generation using Data Augmentation and Preference Optimizationcited by 15
  12. 2025GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agentscited by 14
  13. 2024E-EVAL: A Comprehensive Chinese K-12 Education Evaluation Benchmark for Large Language Modelscited by 13
  14. 2024AI Agent for Education: von Neumann Multi-Agent System Frameworkcited by 12
  15. 2025Disentangled Knowledge Tracing for Alleviating Cognitive Biascited by 12
  16. 2025Firm or Fickle? Evaluating Large Language Models Consistency in Sequential Interactionscited by 12
  17. 2024Scaffolding Language Learning via Multi-modal Tutoring Systems with Pedagogical Instructionscited by 11
  18. 2023MatChat: A Large Language Model and Application Service Platform for Materials Sciencecited by 10
  19. 2024SPL: A Socratic Playground for Learning Powered by Large Language Modelcited by 9
  20. 2024GW-MoE: Resolving Uncertainty in MoE Router with Global Workspace Theorycited by 8
  21. 2024A Systematic Review on Prompt Engineering in Large Language Models for K-12 STEM Educationcited by 8
  22. 2025Measuring Bias or Measuring the Task: Understanding the Brittle Nature of LLM Gender Biasescited by 8
  23. 2023Towards Goal-oriented Intelligent Tutoring Systems in Online Educationcited by 7
  24. 2025Advancing and Benchmarking Personalized Tool Invocation for LLMscited by 7
  25. 2024PersonaMark: Personalized LLM watermarking for model protection and user attributioncited by 6
  26. 2024CourseGPT-zh: an Educational Large Language Model Based on Knowledge Distillation Incorporating Prompt Optimizationcited by 5
  27. 2024Time Series Analysis for Education: Methods, Applications, and Future Directionscited by 5
  28. 2024Edu-Values: Towards Evaluating the Chinese Education Values of Large Language Modelscited by 5
  29. 2025Discerning minds or generic tutors? Evaluating instructional guidance capabilities in Socratic LLMscited by 5
  30. 2025ClinTutor-R1: Advancing Scalable and Robust One-to-Many Alignment in Clinical Socratic Educationcited by 5
  31. 2024A Review of Data Mining in Personalized Education: Current Trends and Future Prospectscited by 4
  32. 2024Battling Botpoop using GenAI for Higher Education: A Study of a Retrieval Augmented Generation Chatbots Impact on Learningcited by 4
  33. 2024When LLMs Learn to be Students: The SOEI Framework for Modeling and Evaluating Virtual Student Agents in Educational Interactioncited by 4
  34. 2025WenyanGPT: A Large Language Model for Classical Chinese Taskscited by 4
  35. 2025SlideBot: A Multi-Agent Framework for Generating Informative, Reliable, Multi-Modal Presentationscited by 4
  36. 2024Survey of Natural Language Processing for Education: Taxonomy, Systematic Review, and Future Trendscited by 3
  37. 2026Rewarding How Models Think Pedagogically: Integrating Pedagogical Reasoning and Thinking Rewards for LLMs in Educationcited by 3
  38. 2024CPSDBench: A Large Language Model Evaluation Benchmark and Baseline for Chinese Public Security Domaincited by 2

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