{"total":27,"rows":[{"id":"2112.05675","title":"Assessing the Fairness of AI Systems: AI Practitioners' Processes, Challenges, and Needs for Support","created":"2021-12-10","cited_by_count":63,"area":null},{"id":"2110.10234","title":"Collaboration Challenges in Building ML-Enabled Systems: Communication, Documentation, Engineering, and Process","created":"2021-10-19","cited_by_count":56,"area":null},{"id":"2105.03664","title":"D2S: Document-to-Slide Generation Via Query-Based Text Summarization","created":"2021-05-08","cited_by_count":50,"area":null},{"id":"2202.04903","title":"Investigating Explainability of Generative AI for Code through Scenario-based Design","created":"2022-02-10","cited_by_count":47,"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":"2310.04621","title":"Model Compression in Practice: Lessons Learned from Practitioners Creating On-device Machine Learning Experiences","created":"2023-10-06","cited_by_count":21,"area":null},{"id":"2203.11085","title":"Telling Stories from Computational Notebooks: AI-Assisted Presentation Slides Creation for Presenting Data Science Work","created":"2022-03-21","cited_by_count":15,"area":null},{"id":"2303.02884","title":"Model Sketching: Centering Concepts in Early-Stage Machine Learning Model Design","created":"2023-03-06","cited_by_count":15,"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":"2102.00036","title":"Facilitating Knowledge Sharing from Domain Experts to Data Scientists for Building NLP Models","created":"2021-01-29","cited_by_count":12,"area":null},{"id":"2104.04375","title":"Model LineUpper: Supporting Interactive Model Comparison at Multiple Levels for AutoML","created":"2021-04-09","cited_by_count":12,"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":"2210.00859","title":"Requirements Engineering for Machine Learning: A Review and Reflection","created":"2022-10-03","cited_by_count":7,"area":null},{"id":"2304.08366","title":"Why is AI not a Panacea for Data Workers? An Interview Study on Human-AI Collaboration in Data Storytelling","created":"2023-04-17","cited_by_count":7,"area":null},{"id":"2311.05792","title":"Is a Seat at the Table Enough? Engaging Teachers and Students in Dataset Specification for ML in Education","created":"2023-11-09","cited_by_count":5,"area":null},{"id":"2201.13224","title":"Evaluating a Methodology for Increasing AI Transparency: A Case Study","created":"2022-01-24","cited_by_count":3,"area":null},{"id":"2307.04599","title":"Bridging MDE and AI: A Systematic Review of Domain-Specific Languages and Model-Driven Practices in AI Software Systems Engineering","created":"2023-07-10","cited_by_count":2,"area":null},{"id":"2402.01499","title":"Developing and Evaluating a Design Method for Positive Artificial Intelligence","created":"2024-02-02","cited_by_count":2,"area":null},{"id":"2209.11200","title":"Attention is All They Need: Exploring the Media Archaeology of the Computer Vision Research Paper","created":"2022-09-22","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":"2303.13216","title":"A Case Study on AI Engineering Practices: Developing an Autonomous Stock Trading System","created":"2023-03-23","cited_by_count":0,"area":null},{"id":"2311.18424","title":"\"We'll have to see how it works\": An interview study to understand collaborative practices in interdisciplinary artificial intelligence and healthcare research","created":"2023-11-30","cited_by_count":0,"area":null},{"id":"2501.11909","title":"Bridging the Communication Gap: Evaluating AI Labeling Practices for Trustworthy AI Development","created":"2025-01-21","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":"2603.21439","title":"LLM-Powered Workflow Optimization for Multidisciplinary Software Development: An Automotive Industry Case Study","created":"2026-03-22","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}],"next_cursor":null}