Essays about: "Automatisk programreparation"

Showing result 1 - 5 of 6 essays containing the words Automatisk programreparation.

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

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Fernando Vallecillos Ruiz; [2023]
   Keywords : 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;

   Abstract : 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. READ MORE

3. 2. Token Budget Minimisation of Large Language Model based Program Repair

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

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

   Abstract : 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. READ MORE

4. 3. Java Syntax Error Repair Using RoBERTa

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Ziyi Xiang; [2022]
   Keywords : Java program repair; RoBERTa; Neural machine translation architecture; Reparation av Java­program; RoBERTa; Neural maskinöversättningsarkitektu;

   Abstract : Deep learning has achieved promising results for automatic program repair (APR).In this paper, we revisit this topic and propose an end-to-end approach Classfix tocorrect java syntax errors. Classfix uses the RoBERTa classification model to localizethe error, and uses the RoBERTa encoder-decoder model to repair the located buggyline. READ MORE

5. 4. Exploring the Usage of Neural Networks for Repairing Static Analysis Warnings

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Vincent Paul Lohse; [2021]
   Keywords : Automatic Program Repair; Neural Machine Translation; Static Analysis; Transformer Model; Formatting; Automatisk programreparation; neural maskinöversättning; statisk analys; transformatormodell; formatering;

   Abstract : C# provides static analysis libraries for template-based code analysis and code fixing. These libraries have been used by the open-source community to generate numerous NuGet packages for different use-cases. READ MORE

6. 5. Evaluating template-based automatic program repair in industry

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Gunnar Applelid; [2021]
   Keywords : ;

   Abstract : Automatic Program Repair (APR) is a field that has gained much attention in recent years. The idea of automatically fixing bugs could save time and money for companies. Template Based Automatic Program Repair is an area within APR that uses fix templates for generating patches and a test suite for evaluating them. READ MORE