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ZENODO
Software . 2024
License: CC BY
Data sources: ZENODO
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Software . 2024
License: CC BY
Data sources: ZENODO
ZENODO
Software . 2024
License: CC BY
Data sources: Datacite
ZENODO
Software . 2024
License: CC BY
Data sources: Datacite
ZENODO
Software . 2024
License: CC BY
Data sources: Datacite
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Replication package for "What You Need is What You Get: Theory of Mind for an LLM-Based Code Comprehension Assistant"

Authors: Richards, Jonan; Wessel, Mairieli;

Replication package for "What You Need is What You Get: Theory of Mind for an LLM-Based Code Comprehension Assistant"

Abstract

ToMMY - web client and replication package This is the replication package for our study "What You Need is What You Get: Theory of Mind for an LLM-Based Code Comprehension Assistant", accepted at the NIER track of the International Conference on Software Maintenance and Evolution (ICSME), 2024. Files The package contains the following items: /analysis data: processed dataset clean-data.ipynb: data cleaning pipeline simulate-conversations.ipynb: light-weight evaluation of ToMMY user-study.ipynb: data analysis pipeline /screenshots: screenshots of the different screens encountered in the web client /task questions: quiz questions and answers for the code snippets snippets: code snippets and licenses design.ipynb: quiz question and answer creation pipeline design.json: config file detailing the tasks, models (agents), and participant groups /web api: backend of the web client client: frontend of the web client shared: type definitions shared between the backend/frontend The most noteworthy files are: /README.md: a description of the package, and an installation guide fo the web client /analysis/data: our dataset /analysis/simulate-conversations.ipynb: contains a Python implementation of ToMMY and the control approach /web/api/src/lib/agent.ts: contains a Javascript implementation of ToMMY and the control approach

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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