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ZENODO
Dataset . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
Claim

Automated Type-IV Clone Generation via LLMs and Deterministic Validation (replication package)

Research datakeyboard_double_arrow_right Dataset 27 Jan 2026Publisher:Zenodo

doi: 10.5281/zenodo.18391579

Automated Type-IV Clone Generation via LLMs and Deterministic Validation (replication package)

Abstract

KaminoDatasetGenerator.zip - contains the replication package for the empirical evaluation. Make sure to read the Readme.md inside the root folder for instructions. The experiment results are in /results The pilot study results are inside /results/pilot study The results of exploring the top 50 configurations are inside /results/using top 50 configs Prompts - prompts are inside /pipeline/src/utils/prompts.py Refactorings.pdf - contains a description, with examples, of the seven refactorings used as part of the prompts Hyperparameters - these are inside /pipeline/src/config.py kamino_clones_dataset.zip - the final dataset, split into training and testing

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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