Zobrazeno 1 - 10
of 372
pro vyhledávání: '"ADAMS, BRAM"'
Autor:
Olewicki, Doriane, Da Silva, Leuson, Mujahid, Suhaib, Amini, Arezou, Mah, Benjamin, Castelluccio, Marco, Habchi, Sarra, Khomh, Foutse, Adams, Bram
We conduct a large-scale empirical user study in a live setup to evaluate the acceptance of LLM-generated comments and their impact on the review process. This user study was performed in two organizations, Mozilla (which has its codebase available a
Externí odkaz:
http://arxiv.org/abs/2411.07091
Code translation aims to convert a program from one programming language (PL) to another. This long-standing software engineering task is crucial for modernizing legacy systems, ensuring cross-platform compatibility, enhancing performance, and more.
Externí odkaz:
http://arxiv.org/abs/2411.01063
To help MLOps engineers decide which operator to use in which deployment scenario, this study aims to empirically assess the accuracy vs latency trade-off of white-box (training-based) and black-box operators (non-training-based) and their combinatio
Externí odkaz:
http://arxiv.org/abs/2411.00907
The proliferation of open Pre-trained Language Models (PTLMs) on model registry platforms like Hugging Face (HF) presents both opportunities and challenges for companies building products around them. Similar to traditional software dependencies, PTL
Externí odkaz:
http://arxiv.org/abs/2409.10472
Background: Data quality is vital in software analytics, particularly for machine learning (ML) applications like software defect prediction (SDP). Despite the widespread use of ML in software engineering, the effect of data quality antipatterns on t
Externí odkaz:
http://arxiv.org/abs/2408.12560
Foundation models (FM), such as large language models (LLMs), which are large-scale machine learning (ML) models, have demonstrated remarkable adaptability in various downstream software engineering (SE) tasks, such as code completion, code understan
Externí odkaz:
http://arxiv.org/abs/2407.04065
The Workflows as Code paradigm is becoming increasingly essential to streamline the design and management of complex processes within data-intensive software systems. These systems require robust capabilities to process, analyze, and extract insights
Externí odkaz:
http://arxiv.org/abs/2406.00180
A long continuous integration (CI) build forces developers to wait for CI feedback before starting subsequent development activities, leading to time wasted. In addition to a variety of build scheduling and test selection heuristics studied in the pa
Externí odkaz:
http://arxiv.org/abs/2405.00796
Publikováno v:
FSE 2024
During code reviews, an essential step in software quality assurance, reviewers have the difficult task of understanding and evaluating code changes to validate their quality and prevent introducing faults to the codebase. This is a tedious process w
Externí odkaz:
http://arxiv.org/abs/2404.10703
This paper investigates the complexities of integrating Large Language Models (LLMs) into software products, with a focus on the challenges encountered for determining their readiness for release. Our systematic review of grey literature identifies c
Externí odkaz:
http://arxiv.org/abs/2403.18958