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A review of recent deep learning approaches in human-centered machine learning
After Deep Learning (DL) regained popularity recently, the Artificial Intelligence (AI) or
Machine Learning (ML) field is undergoing rapid growth concerning research and real-world …
Machine Learning (ML) field is undergoing rapid growth concerning research and real-world …
Clinician-facing AI in the Wild: Taking Stock of the Sociotechnical Challenges and Opportunities for HCI
Artificial Intelligence (AI) in medical applications holds great promise. However, the use of
Machine Learning-based (ML) systems in clinical practice is still minimal. It is uniquely …
Machine Learning-based (ML) systems in clinical practice is still minimal. It is uniquely …
Coauthor: Designing a human-ai collaborative writing dataset for exploring language model capabilities
Large language models (LMs) offer unprecedented language generation capabilities and
exciting opportunities for interaction design. However, their highly context-dependent …
exciting opportunities for interaction design. However, their highly context-dependent …
Evaluating human-language model interaction
M Lee, M Srivastava, A Hardy, J Thickstun… - ar** with large language models
Prototy** is notoriously difficult to do with machine learning (ML), but recent advances in
large language models may lower the barriers to people prototy** with ML, through the …
large language models may lower the barriers to people prototy** with ML, through the …
Investigating how practitioners use human-ai guidelines: A case study on the people+ ai guidebook
Artificial intelligence (AI) presents new challenges for the user experience (UX) of products
and services. Recently, practitioner-facing resources and design guidelines have become …
and services. Recently, practitioner-facing resources and design guidelines have become …
Designerly understanding: Information needs for model transparency to support design ideation for AI-powered user experience
Despite the widespread use of artificial intelligence (AI), designing user experiences (UX) for
AI-powered systems remains challenging. UX designers face hurdles understanding AI …
AI-powered systems remains challenging. UX designers face hurdles understanding AI …
“the less i type, the better”: How ai language models can enhance or impede communication for aac users
Users of augmentative and alternative communication (AAC) devices sometimes find it
difficult to communicate in real time with others due to the time it takes to compose …
difficult to communicate in real time with others due to the time it takes to compose …
Re-examining whether, why, and how human-AI interaction is uniquely difficult to design
Artificial Intelligence (AI) plays an increasingly important role in improving HCI and user
experience. Yet many challenges persist in designing and innovating valuable human-AI …
experience. Yet many challenges persist in designing and innovating valuable human-AI …