{"total":49,"rows":[{"id":"2210.03535","title":"From plane crashes to algorithmic harm: applicability of safety engineering frameworks for responsible ML","created":"2022-10-06","cited_by_count":27,"area":null},{"id":"2304.00078","title":"A Meta-Summary of Challenges in Building Products with ML Components -- Collecting Experiences from 4758+ Practitioners","created":"2023-03-31","cited_by_count":22,"area":null},{"id":"2409.12447","title":"Prompts Are Programs Too! Understanding How Developers Build Software Containing Prompts","created":"2024-09-19","cited_by_count":19,"area":null},{"id":"2311.09994","title":"Towards more Practical Threat Models in Artificial Intelligence Security","created":"2023-11-16","cited_by_count":17,"area":null},{"id":"2306.06542","title":"Investigating Practices and Opportunities for Cross-functional Collaboration around AI Fairness in Industry Practice","created":"2023-06-10","cited_by_count":15,"area":null},{"id":"2204.06425","title":"Aspirations and Practice of Model Documentation: Moving the Needle with Nudging and Traceability","created":"2022-04-13","cited_by_count":14,"area":null},{"id":"2210.08332","title":"Code Recommendation for Open Source Software Developers","created":"2022-10-15","cited_by_count":13,"area":null},{"id":"2207.02848","title":"A domain-specific language for describing machine learning datasets","created":"2022-07-05","cited_by_count":12,"area":null},{"id":"2208.13893","title":"Data Isotopes for Data Provenance in DNNs","created":"2022-08-29","cited_by_count":11,"area":null},{"id":"2303.07476","title":"Challenges and Practices of Deep Learning Model Reengineering: A Case Study on Computer Vision","created":"2023-03-13","cited_by_count":11,"area":null},{"id":"2206.11996","title":"The Real Deal: A Review of Challenges and Opportunities in Moving Reinforcement Learning-Based Traffic Signal Control Systems Towards Reality","created":"2022-06-23","cited_by_count":9,"area":null},{"id":"2210.08906","title":"A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities","created":"2022-10-17","cited_by_count":9,"area":null},{"id":"2310.09668","title":"Beyond Testers' Biases: Guiding Model Testing with Knowledge Bases using LLMs","created":"2023-10-14","cited_by_count":9,"area":null},{"id":"2503.05012","title":"LLMs' Reshaping of People, Processes, Products, and Society in Software Development: A Comprehensive Exploration with Early Adopters","created":"2025-03-06","cited_by_count":8,"area":null},{"id":"2208.08982","title":"Quality issues in Machine Learning Software Systems","created":"2022-08-18","cited_by_count":7,"area":null},{"id":"2210.00859","title":"Requirements Engineering for Machine Learning: A Review and Reflection","created":"2022-10-03","cited_by_count":7,"area":null},{"id":"2302.10816","title":"Tailoring Requirements Engineering for Responsible AI","created":"2023-02-21","cited_by_count":7,"area":null},{"id":"2203.11365","title":"Towards a Change Taxonomy for Machine Learning Systems","created":"2022-03-21","cited_by_count":6,"area":null},{"id":"2312.15058","title":"The State of Documentation Practices of Third-party Machine Learning Models and Datasets","created":"2023-12-22","cited_by_count":5,"area":null},{"id":"2406.11855","title":"Law and the Emerging Political Economy of Algorithmic Audits","created":"2024-04-03","cited_by_count":5,"area":null},{"id":"2409.07192","title":"How Mature is Requirements Engineering for AI-based Systems? A Systematic Mapping Study on Practices, Challenges, and Future Research Directions","created":"2024-09-11","cited_by_count":5,"area":null},{"id":"2310.06800","title":"Test & Evaluation Best Practices for Machine Learning-Enabled Systems","created":"2023-10-10","cited_by_count":4,"area":null},{"id":"2205.11934","title":"Pynblint: a Static Analyzer for Python Jupyter Notebooks","created":"2022-05-24","cited_by_count":3,"area":null},{"id":"2211.06409","title":"Capabilities for Better ML Engineering","created":"2022-11-11","cited_by_count":3,"area":null},{"id":"2311.10421","title":"Is Your Anomaly Detector Ready for Change? Adapting AIOps Solutions to the Real World","created":"2023-11-17","cited_by_count":3,"area":null},{"id":"2412.08167","title":"Diversity Drives Fairness: Ensemble of Higher Order Mutants for Intersectional Fairness of Machine Learning Software","created":"2024-12-11","cited_by_count":3,"area":null},{"id":"2206.04677","title":"On the Permanence of Backdoors in Evolving Models","created":"2022-06-08","cited_by_count":2,"area":null},{"id":"2209.11453","title":"A Preliminary Investigation of MLOps Practices in GitHub","created":"2022-09-23","cited_by_count":2,"area":null},{"id":"2303.01998","title":"MLTEing Models: Negotiating, Evaluating, and Documenting Model and System Qualities","created":"2023-03-03","cited_by_count":2,"area":null},{"id":"2402.16611","title":"Understanding the Dataset Practitioners Behind Large Language Model Development","created":"2024-02-21","cited_by_count":2,"area":null},{"id":"2604.21554","title":"Engaged AI Governance: Addressing the Last Mile Challenge Through Internal Expert Collaboration","created":"2026-04-23","cited_by_count":2,"area":null},{"id":"2308.05239","title":"Enhancing Architecture Frameworks by Including Modern Stakeholders and their Views/Viewpoints","created":"2023-08-09","cited_by_count":1,"area":null},{"id":"2308.08234","title":"Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Survey","created":"2023-08-16","cited_by_count":1,"area":null},{"id":"2404.18531","title":"A Framework to Model ML Engineering Processes","created":"2024-04-29","cited_by_count":1,"area":null},{"id":"2505.10300","title":"AI LEGO: Scaffolding Cross-Functional Collaboration in Industrial Responsible AI Practices during Early Design Stages","created":"2025-05-15","cited_by_count":1,"area":null},{"id":"2507.02819","title":"Measurement as Bricolage: Examining How Data Scientists Construct Target Variables for Predictive Modeling Tasks","created":"2025-07-03","cited_by_count":1,"area":null},{"id":"2301.03837","title":"Understanding the Complexity and Its Impact on Testing in ML-Enabled Systems","created":"2023-01-10","cited_by_count":0,"area":null},{"id":"2306.15007","title":"Quality Issues in Machine Learning Software Systems","created":"2023-06-26","cited_by_count":0,"area":null},{"id":"2405.08041","title":"DeepFMEA -- A Scalable Framework Harmonizing Process Expertise and Data-Driven PHM","created":"2024-05-13","cited_by_count":0,"area":null},{"id":"2411.19304","title":"Perspective of Software Engineering Researchers on Machine Learning Practices Regarding Research, Review, and Education","created":"2024-11-28","cited_by_count":0,"area":null},{"id":"2504.11079","title":"Scalability and Maintainability Challenges and Solutions in Machine Learning: Systematic Literature Review","created":"2025-04-15","cited_by_count":0,"area":null},{"id":"2504.13947","title":"From job titles to jawlines: Using context voids to study generative AI systems","created":"2025-04-16","cited_by_count":0,"area":null},{"id":"2506.02214","title":"Is PMBOK Guide the Right Fit for AI? Re-evaluating Project Management in the Face of Artificial Intelligence Projects","created":"2025-06-02","cited_by_count":0,"area":null},{"id":"2510.25974","title":"Who Leads? Comparing Human-Centric and Model-Centric Strategies for Defining ML Target Variables","created":"2025-10-29","cited_by_count":0,"area":null},{"id":"2510.27640","title":"Enhancing software product lines with machine learning components","created":"2025-10-31","cited_by_count":0,"area":null},{"id":"2602.05043","title":"Quality Model for Machine Learning Components","created":"2026-02-04","cited_by_count":0,"area":null},{"id":"2605.07389","title":"Exploring CoCo Challenges in ML Engineering Teams: Insights From the Semiconductor Industry","created":"2026-05-08","cited_by_count":0,"area":null},{"id":"2608.10046","title":"Detecting Soft Skills in ML Engineering Roles CVs","created":"2026-08-10","cited_by_count":0,"area":null},{"id":"2608.16237","title":"Software Engineering for AI-driven Building Operation","created":"2026-08-17","cited_by_count":0,"area":null}],"next_cursor":null}