Data · dataset · 2026
Before it Breaks
Listed in UP Research Data Repository
Description
<p dir="ltr"><b>Before It Breaks: Detecting Breaking Dependency Updates with Large Language Models</b></p><p dir="ltr">This package contains everything needed to (1) rebuild the dataset of breaking and safe dependency updates, (2) re-run the LLM-based detector and its ablation study, (3) re-run the non-LLM baselines (SemVer and Maracas), and (4) recompute every number reported in the paper's evaluation tables.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.34034085.v3 ↗
DOI / persistent id · from researchdata up ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from researchdata up ac za
Topics
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| UP Research Data Repository | oai:figshare.com:article/34034085 | 4 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].anzsrc:field:461201 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Automated software engineering'] |
| concepts[field].anzsrc:field:461202 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Empirical software engineering'] |
| concepts[field].local:field:computer-science-ai | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| description | source · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | /metadata/dc/description |
| license | source · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | /metadata/dc/rights |
| publication_date | source · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| title | source · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | /metadata/dc/title |