no code implementations • 25 Jan 2024 • Justin D. Weisz, Jessica He, Michael Muller, Gabriela Hoefer, Rachel Miles, Werner Geyer
Generative AI applications present unique design challenges.
no code implementations • 13 Jan 2023 • Justin D. Weisz, Michael Muller, Jessica He, Stephanie Houde
We anticipate these principles to usefully inform design decisions made in the creation of novel human-AI applications, and we invite the community to apply, revise, and extend these principles to their own work.
no code implementations • 13 Jan 2023 • Steven I. Ross, Michael Muller, Fernando Martinez, Stephanie Houde, Justin D. Weisz
The Programmer's Assistant is an experimental prototype software development environment that integrates a chatbot with a code editor.
no code implementations • 10 Feb 2022 • Jiao Sun, Q. Vera Liao, Michael Muller, Mayank Agarwal, Stephanie Houde, Kartik Talamadupula, Justin D. Weisz
Using scenario-based design and question-driven XAI design approaches, we explore users' explainability needs for GenAI in three software engineering use cases: natural language to code, code translation, and code auto-completion.
no code implementations • 11 Oct 2021 • Mayank Agarwal, Kartik Talamadupula, Fernando Martinez, Stephanie Houde, Michael Muller, John Richards, Steven I Ross, Justin D. Weisz
However, due to the paucity of parallel data in this domain, supervised techniques have only been applied to a limited set of popular programming languages.
no code implementations • 12 Jan 2021 • Upol Ehsan, Q. Vera Liao, Michael Muller, Mark O. Riedl, Justin D. Weisz
We suggested constitutive design elements of ST and developed a conceptual framework to unpack ST's effect and implications at the technical, decision-making, and organizational level.
no code implementations • 15 Oct 2020 • Vinod Muthusamy, Merve Unuvar, Hagen Völzer, Justin D. Weisz
Robotic process automation (RPA) and its next evolutionary stage, intelligent process automation, promise to drive improvements in efficiencies and process outcomes.
no code implementations • 13 Dec 2019 • Daniel Karl I. Weidele, Justin D. Weisz, Eno Oduor, Michael Muller, Josh Andres, Alexander Gray, Dakuo Wang
Artificial Intelligence (AI) can now automate the algorithm selection, feature engineering, and hyperparameter tuning steps in a machine learning workflow.
no code implementations • 5 Sep 2019 • Dakuo Wang, Justin D. Weisz, Michael Muller, Parikshit Ram, Werner Geyer, Casey Dugan, Yla Tausczik, Horst Samulowitz, Alexander Gray
The rapid advancement of artificial intelligence (AI) is changing our lives in many ways.