NCL Data2026 · dataset
Replication package for "When Does LLM Test Repair Destroy Bug-Revealing Tests? A Cost-Accounted Study on Real Repository Defects"<p dir="ltr">Replication package for an empirical study of how iterative LLM test repair destroys verified bug-revealing (fail-to-pass) tests on real repository defects (SWT-bench Verified, 229 instances, three LLMs). It contains the study protocol with its dated amendments, the Docker-free execution harness, every LLM request and response with provider-reported cost, every recorded test version w
UP Research Data Repository2026 · dataset
Before it Breaks<p dir="ltr"><b>Before It Breaks: Detecting Breaking Dependency Updates with Large Language Models</b></p><p dir="ltr">This package contains everything needed to (1) rebuild the dataset of breaking and safe dependency updates, (2) re-run the LLM-based detector and its ablation study, (3) re-run the non-LLM baselines (SemVer and Maracas), and (4) recompute every number reported in the paper's evalu
figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Design and Requirements Analysis of a Conversational Agent for Mental Health: A Qualitative Study Based on Interviews with Patients and Therapists<p dir="ltr"><b>Introduction:</b> The prevalence of common mental health problems, such as depression and anxiety, represents one of the leading causes of years lived with disability. However, a substantial gap remains in access to traditional treatment. Artificial intelligence–based conversational systems represent an alternative to provide emotional support and psychoeducation. Nevertheless, the
figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Understanding Unfaithful Reporting by Coding Agents<p dir="ltr">Replication Package.</p>
ZivaHub + Deakin Research Online + DMU Figshare + HKU DataHub + Swinburne Figshare + DaYta Ya Rona + SUNScholarData + figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
<i>A Four-Language Corpus of 11,809 Novice Comment-Code Pairs (Python, Java, C, C++)</i><p dir="ltr">This dataset accompanies the paper "Can a Professional Comment Taxonomy Label Student Code? A Four-Language Corpus of 11,809 Comment-Code Pairs" submitted to SIGCSE '27.</p><h3 dir="ltr"><b>Overview</b></h3><p dir="ltr">The corpus contains 11,809 cleaned and associate-mapped novice comment-code pairs extracted across four programming languages: Java (7,194), C (2,493), Python (2,092),
ZivaHub + Deakin Research Online + DMU Figshare + HKU DataHub + Swinburne Figshare + DaYta Ya Rona + SUNScholarData + figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Source Code and Experiment Results of MutTrans<p dir="ltr">Source Code and Experiment Results of MutTrans</p>
ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset
Materials | Exploring LLMs and AI Agents for User Stories Production: Lessons Learned from a Classroom Experience<p dir="ltr">This research compares three strategies for creating USs: manual, supported by a general-purpose LLM, and supported by a specialized AI Agent. We analyze students' perceptions of the USs produced and the advantages and disadvantages of each approach.</p>
ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset
Risk-Aware Runtime Monitoring and Mitigation: Semantics, Abstraction, and Monitor Memory (AE)<p dir="ltr">This artifact accompanies the paper “Risk-Aware Runtime Monitoring and Mitigation: Semantics, Abstraction, and Monitor Memory”. It includes an executable infusion-pump model supporting exact finite-horizon predictive risk analysis and a FastAPI-based prototype demonstrating history-dependent hazard monitoring, consequence-based risk computation, and policy-triggered mitigation. Experi
ZivaHub2026 · dataset
Material Suplementar<p dir="ltr">Instrumentos para replicar o estudo que avaliou o AIGherkin</p>
ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset
Artifact for "Verifying Fault Robustness by Type Checking: A Verified Information-Flow Approach" (VMCAI 2027, paper #3141)<p>Artifact for the VMCAI 2027 paper <em>Verifying Fault Robustness by Type Checking: A Verified Information-Flow Approach</em>. Poison is a core imperative language whose type system tracks faulty (sentinel) values through data and control flow by information flow. The artifact contains the Ott specification, a Lean 4 executable typechecker and interpreter, the mechanised proof that type checking
ZivaHub + Deakin Research Online + DMU Figshare + HKU DataHub + Swinburne Figshare + DaYta Ya Rona + SUNScholarData + figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Supplementary Material: Heterogeneous Adoption of LLM-Based Coding Assistants in Software Maintenance: Emerging Usage Archetypes<p dir="ltr">This directory contains the supplementary material associated with the study Heterogeneous Adoption of LLM-Based Coding Assistants in Software Maintenance: Emerging Usage Archetypes. Its purpose is to document the supporting artifacts used in the literature-informed contrast, the survey-based statistical analysis, and the generation of triangulation figures reported in the manuscript.
ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset
Data package for "How developers split roles among them and a coding agent and what 'collaboration' means"<p dir="ltr">This is the data package accompanying an article with the following abstract:</p><p dir="ltr">Background: Coding agents such as Claude Code become more and more competent, so that their role in the development process can become more and more prominent.<br>Objective: How do developers characterize the role-split between them and their agent? How would they ideally want to collaborate
ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset · unknown
multiConcur<p dir="ltr">Artifacts for multiConcurrency paper</p>
ZivaHub + Deakin Research Online + HKU DataHub + DaYta Ya Rona + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue
Modeling Dependency-Propagated Ecosystem Impact of Changes in Maintenance Activities: Evaluating Support Strategies in the PyPI Network<h3 dir="ltr">Overview</h3><p dir="ltr">This replication package accompanies the paper:</p><p dir="ltr"><i>“Modeling Dependency-Propagated Ecosystem Impact of Changes in Maintenance Activities: Evaluating Support Strategies in the PyPI Network.”</i></p><p dir="ltr">It contains all code, configuration files, and datasets required to reproduce the study’s analyses of:</p><ul><li>impact-driven librar
ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset
Arquivos usados na pesquisa<p dir="ltr">Arquivos utilizados na pesquisa, que deram suporte à aplicação do método, à obtenção dos resultados e à fundamentação da discussão. Cada um cumpre um propósito distinto dentro do processo:</p><ul><li><b>dados_bugs.csv</b> - Dados brutos extraídos do Jira, que constituem a população de bugs analisada na pesquisa.</li><li><b>sort_bugs.py</b> - Script que extrai da população de bugs uma
ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset
VenturiNozzleAnalyzer: Decision-Support Software for Engineered Air-Nozzle Retrofits in Compressed-Air Systems<p dir="ltr">VenturiNozzleAnalyzer is a standalone Windows application for estimating the energy and cost savings of replacing open compressed-air blow guns with reduced orifices or engineered (venturi) air nozzles. The software generalizes an Industrial Assessment Center (IAC) recommendation into a reusable tool.</p><p dir="ltr">It includes:</p><ul><li>a choked-orifice flow model with subsonic-fl
ZivaHub2026 · dataset
A Comprehensive Study of Large Language Models for Software Requirements Classification<p dir="ltr">Journal</p>
Hugging Face Datasets2026 · dataset
WideSWEWideSWE: Can Coding Agents Coordinate Changes Across Repositories? A benchmark for implementing one shared feature or bug fix across multiple repositories. Overview WideSWE contains 120 real-world software-engineering tasks across 41 software ecosystems, balanced between 60 bug fixes and 60 features. Each task requires coordinated changes across multiple repositories in the same ecosystem. Agents
ZivaHub2026 · dataset
EuroMPI 2026 Poster: A Faithful MPI-5.0 Reference for AI-Assisted Implementation Coverage Comparison<p dir="ltr">This poster describes work on a deterministic workflow that created a set of tools and a set of MD vaults describing versions of the Message Passing Interface Standard from versions 1.3 to 5.x. In addition, a 'hypervault' that works longitudinally across the standard versions is provided.</p><p dir="ltr">The findings were used to demonstrate compliance of three implementations of MPI
ZivaHub2026 · dataset
Task-Preserving Operational Processes with Bounded Local Memory<p dir="ltr">Online reconstruction systems must decide which history to retain while their tasks and evidence requirements remain explicit. Agreement on a current value is generally insufficient for agreement after future operations, and retaining the possible states of each component separately can destroy correlations needed by a joint task. We formulate exact task preservation relative to a con
ZivaHub + HKU DataHub + DaYta Ya Rona + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue
Supplementary material - Communication in Software Development Context: Characteristics, Challenges and Perceived Impacts<p dir="ltr">Supplementary material related to the work of Communication in Software Development Context: Characteristics, Challenges and Perceived Impacts.</p>
ZivaHub + HKU DataHub + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue
DNose Validation Dataset: Controlled Dataset for Dart/Flutter Test Smell Detectors<p dir="ltr">Controlled dataset, raw data and scripts used to evaluate the 11 test smell detectors added to DNose, a static analysis tool for Dart and Flutter test suites. Contents: 242 Dart test files (121 positive, 121 negative; 1,453 test cases) covering 11 smells, sampled from 4,144 open-source projects (222 real, 20 synthetic); ground-truth labels; DNose raw output; per-file outcomes; metrics
ZivaHub2026 · dataset
Artifact for Barista: Synthesizing Typestate Specifications with LLM Agents<p dir="ltr">Artifact: Barista is the replication package for a paper on synthesizing typestate specifications using LLM agents. It contains the Barista tool, an agentic pipeline that transforms Java API documentation into LiquidJava typestate specifications using four specialized Claude-based agents. The package includes evaluation results, expert annotations, and scripts to reproduce all experim
HKU DataHub + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue
Material suplementar de “Teste Exploratório Automatizado por Agentes em Ambientes Web"<p dir="ltr">Este item contém o material suplementar do artigo “Teste Exploratório Automatizado por Agentes em Ambientes Web”, preparado para o Brazilian Symposium on Software Quality (SBQS 2026). O documento apresenta uma comparação estruturada entre cinco trabalhos revisados por pares relacionados à automação de testes, à execução de tarefas por agentes e à exploração dinâmica de aplicações web:
HKU DataHub + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue
Replication Package<p dir="ltr">Replication Package</p>