mlsanityData to 7 Oct 2026

Edu-ConvoKit: An Open-Source Library for Education Conversation Data

arXiv 2402.05111 ↗First posted 7 Feb 2024cs.CL cs.AIcited by 11

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Abstract (arXiv)

We introduce Edu-ConvoKit, an open-source library designed to handle pre-processing, annotation and analysis of conversation data in education. Resources for analyzing education conversation data are scarce, making the research challenging to perform and therefore hard to access. We address these challenges with Edu-ConvoKit. Edu-ConvoKit is open-source (https://github.com/stanfordnlp/edu-convokit ), pip-installable (https://pypi.org/project/edu-convokit/ ), with comprehensive documentation (https://edu-convokit.readthedocs.io/en/latest/ ). Our demo video is available at: https://youtu.be/zdcI839vAko?si=h9qlnl76ucSuXb8- . We include additional resources, such as Colab applications of Edu-ConvoKit to three diverse education datasets and a repository of Edu-ConvoKit related papers, that can be found in our GitHub repository.

Key facts. Cited by 11 papers in the map (data through 7 Oct 2026). Builds on 10 of its 47 references that are in the map. First posted on arXiv 7 Feb 2024.

Builds on

10 of 47 references.

References · 10

  1. 2019RoBERTa: A Robustly Optimized BERT Pretraining Approachcited by 13,266
  2. 2020ConvoKit: A Toolkit for the Analysis of Conversationscited by 71
  3. 2019Universal Dependency Parsing from Scratchcited by 46
  4. 2021Measuring Conversational Uptake: A Case Study on Student-Teacher Interactionscited by 44
  5. 2022The NCTE Transcripts: A Dataset of Elementary Math Classroom Transcriptscited by 43
  6. 2023Is ChatGPT a Good Teacher Coach? Measuring Zero-Shot Performance For Scoring and Providing Actionable Insights on Classroom Instructioncited by 37
  7. 2022Computationally Identifying Funneling and Focusing Questions in Classroom Discoursecited by 15
  8. 2021Using Transformers to Provide Teachers with Personalized Feedback on their Classroom Discourse: The TalkMoves Applicationcited by 10
  9. 2023SIGHT: A Large Annotated Dataset on Student Insights Gathered from Higher Education Transcriptscited by 8
  10. 2023"Mistakes Help Us Grow": Facilitating and Evaluating Growth Mindset Supportive Language in Classroomscited by 2

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2024: 5; 2025: 5; 2026: 1.

11 papers.

  1. 2024Tutor CoPilot: A Human-AI Approach for Scaling Real-Time Expertisecited by 46
  2. 2024Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debuggingcited by 11
  3. 2024Developing a Tutoring Dialog Dataset to Optimize LLMs for Educational Usecited by 5
  4. 2024The Life Cycle of Large Language Models: A Review of Biases in Educationcited by 3
  5. 2024Problem-Oriented Segmentation and Retrieval: Case Study on Tutoring Conversationscited by 3
  6. 2025SEFL: A Framework for Generating Synthetic Educational Assignment Feedback with LLM Agentscited by 3
  7. 2025Exploring LLMs for Predicting Tutor Strategy and Student Outcomes in Dialoguescited by 3
  8. 2025MedSimAI: Simulation and Formative Feedback Generation to Enhance Deliberate Practice in Medical Educationcited by 2
  9. 2025AITutor-EvalKit: Exploring the Capabilities of AI Tutorscited by 1
  10. 2025IntrEx: A Dataset for Modeling Engagement in Educational Conversationscited by 0
  11. 2026EduBehaviors: Assertion-based Schemas for Auditable Coding of Educational Dialoguescited by 0