Essays about: "automatisk reparation"

Found 4 essays containing the words automatisk reparation.

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. 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

4. 3. Contributions to the usability of Sorald for repairing static analysis violations

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

   Author : Henry Luong Phu; [2021]
   Keywords : Software quality; static analysis; rule violation; automated repair; Kvalitetssäkring; statiskt analys; regelbrott; automatisk reparation;

   Abstract : Automated static analysis tools are important in modern software quality assurance. These tools scan the input source or binary code for a set of rules to detect functional or maintainability problems and then warn developers about the found rule violations. READ MORE

5. 4. Repairing Swedish Automatic Speech Recognition

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

   Author : Karla Rehn; [2021]
   Keywords : Automatic speech recognition; Dialogue systems; Language models; ASR Repair; Automatisk taligenkänning; Dialogsystem; Språkmodeller; Reparation av taligenkänning;

   Abstract : The quality of automatic speech recognition has increased dramatically the last few years, but the performance for low and middle resource languages such as Swedish is still far from optimal. In this project a language model trained on large written corpora called KB-BERT is utilized to improve the quality of transcriptions for Swedish. READ MORE