Summary of Edu-convokit: An Open-source Library For Education Conversation Data, by Rose E. Wang et al.
Edu-ConvoKit: An Open-Source Library for Education Conversation Data
by Rose E. Wang, Dorottya Demszky
First submitted to arxiv on: 7 Feb 2024
Categories
- Main: Computation and Language (cs.CL)
- Secondary: Artificial Intelligence (cs.AI)
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| Summary difficulty | Written by | Summary |
|---|---|---|
| High | Paper authors | High Difficulty Summary Read the original abstract here |
| Medium | GrooveSquid.com (original content) | Medium Difficulty Summary This paper introduces Edu-ConvoKit, an open-source library for pre-processing, annotating, and analyzing conversation data in educational settings. The scarcity of resources for analyzing such data hinders research progress. To address this issue, the authors develop Edu-ConvoKit, a pip-installable package with comprehensive documentation. The demo video is available online, showcasing the library’s capabilities on three diverse education datasets. Additionally, the paper includes Colab applications and a repository of related papers that can be found in the GitHub repository. |
| Low | GrooveSquid.com (original content) | Low Difficulty Summary Edu-ConvoKit is a new tool designed to help researchers analyze conversations in educational settings. Right now, it’s hard for scientists to study these conversations because they don’t have enough resources. The authors created Edu-ConvoKit to make it easier for people to work with conversation data from education. This tool can be installed on your computer and has instructions to follow. You can also watch a video that shows how it works on different types of educational data. |
