Edu-ConvoKit: An Open-Source Library for Education Conversation Data
CoRR(2024)
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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