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

Rose E. Wang, Dorottya Demszky
2/7/2024
cs.CLcs.AI

No official code found. Best implementation: EduNLP/edu-convokit (117 stars, MIT, last commit 2025-04-19).

Abstract

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.

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Code Implementations(1)

EduNLP/edu-convokitCommunity100%
MIT

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

11716Python, Jupyter NotebookDec 27, 20231 years agoMIT
datadata-analysisdata-scienceeducationlanguage+1 more

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Cite this paper

@article{wang2024educonvokit,
  title  = {Edu-ConvoKit: An Open-Source Library for Education Conversation Data},
  author = {Rose E. Wang and Dorottya Demszky},
  year   = {2024},
  eprint = {2402.05111},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2402.05111v1}
}

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