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Software . 2026
License: CC BY
Data sources: Datacite
ZENODO
Software . 2026
License: CC BY
Data sources: Datacite
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Replication Package for Evaluating a Retrieval-Augmented Conversational Agent for OSS Newcomer Support

Authors: Etchie, Misan Paul;

Replication Package for Evaluating a Retrieval-Augmented Conversational Agent for OSS Newcomer Support

Abstract

This repository contains the replication package for a study evaluating JabRAG, a retrieval-augmented conversational agent designed to support technical newcomer questions in the JabRef open source software project. The package includes (1) a curated dataset of newcomer questions, (2) the manual assessment protocol used during dataset construction, (3) survey instruments and anonymized survey responses collected from JabRef maintainers, (4) the exact prompt used by the RAG system, and (5) the GitHub App implementation used to deploy JabRAG in GitHub Discussions. This artifact supports the empirical results reported in the associated ICPC RENE track paper and enables independent inspection of the dataset, evaluation materials, and system implementation. All data is provided in raw form, and no aggregation or preprocessing beyond what is documented in the paper is assumed. The repository is intended for replication, secondary analysis, and methodological transparency in studies of conversational agents and open source software maintenance

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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!
0
Average
Average
Average