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Smelly-shot is all you need: an empirical study to compare in-context learning verses fine tuning for code smell detection
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| Published in: | Empirical Software Engineering (Open Access Articles) |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| Subjects: | |
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| _version_ | 1870206780580036609 |
|---|---|
| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Empirical Software Engineering (Open Access Articles) |
| description | |
| discipline_display | Computer Software-Systems |
| discipline_facet | Computer Software-Systems |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:101241 |
| institution | FRELIP |
| journal_source_facet | Empirical Software Engineering (Open Access Articles) |
| last_indexed | 2026-07-09T03:36:12.890Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Smelly-shot is all you need: an empirical study to compare in-context learning verses fine tuning for code smell detection Computer Software-Systems General Computer Software-Systems |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Computer Software-Systems General Computer Software-Systems |
| subject_facet | Computer Software-Systems General Computer Software-Systems |
| title | Smelly-shot is all you need: an empirical study to compare in-context learning verses fine tuning for code smell detection |
| title_alt | Smelly-shot es todo lo que necesitas: un estudio empírico para comparar el aprendizaje en contexto frente al ajuste fino para la detección de olores de código Smelly-shot is all you need : une étude empirique comparant l'apprentissage en contexte et le fine-tuning pour la détection de code smell Smelly-shot é tudo que você precisa: um estudo empírico para comparar aprendizado em contexto versus ajuste fino para detecção de code smells |
| title_auth | Smelly-shot is all you need: an empirical study to compare in-context learning verses fine tuning for code smell detection |
| title_es_txt | Smelly-shot es todo lo que necesitas: un estudio empírico para comparar el aprendizaje en contexto frente al ajuste fino para la detección de olores de código |
| title_fr_txt | Smelly-shot is all you need : une étude empirique comparant l'apprentissage en contexte et le fine-tuning pour la détection de code smell |
| title_full | Smelly-shot is all you need: an empirical study to compare in-context learning verses fine tuning for code smell detection |
| title_fullStr | Smelly-shot is all you need: an empirical study to compare in-context learning verses fine tuning for code smell detection |
| title_full_unstemmed | Smelly-shot is all you need: an empirical study to compare in-context learning verses fine tuning for code smell detection |
| title_pt_txt | Smelly-shot é tudo que você precisa: um estudo empírico para comparar aprendizado em contexto versus ajuste fino para detecção de code smells |
| title_short | Smelly-shot is all you need: an empirical study to compare in-context learning verses fine tuning for code smell detection |
| title_sort | smelly-shot is all you need: an empirical study to compare in-context learning verses fine tuning for code smell detection |
| topic | Computer Software-Systems General Computer Software-Systems |
| url | https://link.springer.com/article/10.1007/s10664-026-10915-2 |