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IJCAI 2021
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Graph-Augmented Code Summarization in Computational Notebooks

IJCAI 2021
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Abstract

Computational notebooks allow data scientists to express their ideas through a combination of code and documentation. However, data scientists often pay attention only to the code and neglect the creation of the documentation in a notebook. In this work, we present a human-centered automation system, Themisto, that can support users to easily create documentation via three approaches: 1) We have developed and reported a GNN-augmented code documentation generation algorithm in a previous paper, which can generate documentation for a given source code; 2) Themisto also implements a query-based approach to retrieve the online API documentation as the summary for certain types of source code; 3) Lastly, Themisto also enables a user prompt approach to motivate users to write documentation for some use cases that automation does not work well.

Date

21 Aug 2021

Publication

IJCAI 2021

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