Zobrazit v EDS

Code Smell Classification in Python: Are Small Language Models Up to the Task?

Uloženo v:

Podrobná bibliografie
Název:	Code Smell Classification in Python: Are Small Language Models Up to the Task?
Autoři:	Soares de Oliveira, Igor, orcid:0009-0002-4554-, Carneiro da Silva Ribeiro, Joanne, Ribas, Jessica, Alves Pereira, Juliana
Informace o vydavateli:	Zenodo
Rok vydání:	2025
Sbírka:	Zenodo
Popis:	This repository brings together the artifacts developed as part of a study focused on the classification of code smells using Small Language Models (SLMs). It consists of a set of applications and a dataset. Applications: Three services that operate in an integrated manner to perform the extraction, analysis, and storage of information related to code smells found in code snippets. These services include a submission interface, mechanisms for structured code extraction, and integration with language models for the classification of smells. Dataset: A dataset generated from the experiments conducted, containing examples of code smells classified through the use of SLMs.
Druh dokumentu:	software
Jazyk:	unknown
Relation:	https://zenodo.org/records/16999902; oai:zenodo.org:16999902; https://doi.org/10.5281/zenodo.16999902
DOI:	10.5281/zenodo.16999902
Dostupnost:	https://doi.org/10.5281/zenodo.16999902 https://zenodo.org/records/16999902
Rights:	Creative Commons Attribution 4.0 International ; cc-by-4.0 ; https://creativecommons.org/licenses/by/4.0/legalcode
Přístupové číslo:	edsbas.80C49CFE
Databáze:	BASE

Popis
Abstrakt:	This repository brings together the artifacts developed as part of a study focused on the classification of code smells using Small Language Models (SLMs). It consists of a set of applications and a dataset. Applications: Three services that operate in an integrated manner to perform the extraction, analysis, and storage of information related to code smells found in code snippets. These services include a submission interface, mechanisms for structured code extraction, and integration with language models for the classification of smells. Dataset: A dataset generated from the experiments conducted, containing examples of code smells classified through the use of SLMs.
DOI:	10.5281/zenodo.16999902