Sökning: "Automated Program Repair"

Hittade 5 uppsatser innehållade orden Automated Program Repair.

  1. 1. Round-Trip Translation : A New Path for Automatic Program Repair using Large Language Models

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Fernando Vallecillos Ruiz; [2023]
    Nyckelord :Automatic Program Repair; Software Engineering; Large Language Models; Round-Trip Translation; Neural Machine Translation; Automatisk programreparation; Mjukvaruutveckling; Stora språkmodeller; Tur och retur-översättning; Neural maskinöversättning;

    Sammanfattning : Research shows that grammatical mistakes in a sentence can be corrected by machine translating it to another language and back. We investigate whether this correction capability of Large Language Models (LLMs) extends to Automatic Program Repair (APR), a software engineering task. LÄS MER

  3. 2. On The Impact Of Distinct Metrics For Fault Localization In Automated Program Repair

    Kandidat-uppsats, Stockholms universitet/Institutionen för data- och systemvetenskap

    Författare :Marek Marcin Mazur; [2023]
    Nyckelord :automated program repair; fault localization; metrics for fault localization;

    Sammanfattning : Automatic Program Repair (APR) is a dynamically growing field of computer science that aims to reduce the time and cost of debugging code and improve its efficiency. Fault localization (FL) is a critical component of the APR workflow and has a real impact on the success of an APR procedure. LÄS MER

  4. 3. An Empirical Study on Using Codex for Automated Program Repair

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Pengyu Zhao; [2023]
    Nyckelord :Automated Program Repair; Codex; Large Language Models; Defects4J; Patch Generation; Prompt Engineering; Automatiserad Programreparation; Codex; Storskaliga Språkmodeller; Defects4J; Patchgenerering; Promptteknik;

    Sammanfattning : This thesis explores the potential of Codex, a pre-trained Large Language Model (LLM), for Automated Program Repair (APR) by assessing its performance on the Defects4J benchmark that includes real-world Java bugs. The study aims to provide a comprehensive understanding of Codex’s capabilities and limitations in generating syntactically and semantically equivalent patches for defects, as well as evaluating its ability to handle defects with different levels of importance and complexity. LÄS MER

  5. 4. Token Budget Minimisation of Large Language Model based Program Repair

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Dávid Hidvégi; [2023]
    Nyckelord :Automated Program Repair; Conversational; Prompt Engineering; Automatiserad programreparation; Konversationell; Prompt-utformning;

    Sammanfattning : Automated Program Repair (APR) is gaining popularity in the field of software engineering. APR reduces the time and effort needed to find and fix software bugs, with a goal of completely automating bug fixing without any human input. LÄS MER

  7. 5. A Feasibility Study of an Automated Repair Process using Laser Metal Deposition (LMD) with a Machine Integrated Component Measuring Solutio

    Master-uppsats, KTH/Industriell produktion

    Författare :Florian Säger; [2019]
    Nyckelord :LMD – Laser Metal Deposition; Laser Cladding; Repair of Metal Components; Reengineering; Reverse Engineering; Detection of Worn and Damaged Areas; Laser Scanner; Measruing of Components in Machine Enclosure; Additive Manufacturing; Measuring; LMD – Laser Metal Deposition; Laserauftragsschweißen; Detektieren von abgenutzten oder beschädigten Oberflächen; Reengineering; Reverse Engineering; Detection of Worn and Damaged Areas; Laser Scanner; Vermessen von Komponenten im Maschinenbearbeitungsraum; Additive Fertigung; Vermessen; LMD – Laser Metal Deposition; Laserbeklädnad; Reperera av metall komponenter; Reengineering; omvänd teknik; Detektion av slitna och skadade områden; Laser Scanner; Mätning av komponenter i maskinskåp; Mätning av komponenter i maskinskåp; mätning;

    Sammanfattning : The repair of worn or damaged components is becoming more attractive to manufacturers, since it enables them to save resources, like raw material and energy. With that costs can be reduced, and profit can be maximised. LÄS MER