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From brittle to robust: Improving LLM annotations for SE optimization

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Published in:Empirical Software Engineering (Open Access Articles)
Format: Online Article RSS Article
Published: 2026
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container_title Empirical Software Engineering (Open Access Articles)
description
discipline_display Computer Software-Systems
discipline_facet Computer Software-Systems
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institution FRELIP
journal_source_facet Empirical Software Engineering (Open Access Articles)
last_indexed 2026-06-20T21:39:40.457Z
publishDate 2026
publishDateSort 2026
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spellingShingle From brittle to robust: Improving LLM annotations for SE optimization
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 From brittle to robust: Improving LLM annotations for SE optimization
title_alt De frágil a robusto: mejora de anotaciones de LLM para optimización de ingeniería de software
De fragile à robuste : améliorer les annotations LLM pour l'optimisation du génie logiciel
De frágil a robusto: melhorando anotações de LLM para otimização de engenharia de software
title_auth From brittle to robust: Improving LLM annotations for SE optimization
title_es_txt De frágil a robusto: mejora de anotaciones de LLM para optimización de ingeniería de software
title_fr_txt De fragile à robuste : améliorer les annotations LLM pour l'optimisation du génie logiciel
title_full From brittle to robust: Improving LLM annotations for SE optimization
title_fullStr From brittle to robust: Improving LLM annotations for SE optimization
title_full_unstemmed From brittle to robust: Improving LLM annotations for SE optimization
title_pt_txt De frágil a robusto: melhorando anotações de LLM para otimização de engenharia de software
title_short From brittle to robust: Improving LLM annotations for SE optimization
title_sort from brittle to robust: improving llm annotations for se optimization
topic Computer Software-Systems
General
Computer Software-Systems
url https://link.springer.com/article/10.1007/s10664-026-10823-5