49 citations · 120 across the 10 of their papers we have counts for
10 papers
Proactive Systems in HCI and AI: Concepts, Challenges, and Opportunities
Nima Zargham, Sharon Ferguson, Jaisie Sin +2
The last few years have seen a significant rise in interest in highly autonomous and proactive systems, fueled by advances in AI. Systems that anticipate user needs, take initiativ…
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions
Saleh Afroogh, Syed Ishtiaque Ahmed, Petra Ahrweiler +46
This study provides a cross-disciplinary examination of Explainable Artificial Intelligence (XAI) approaches-focusing on deep neural networks (DNNs) and large language models (LLMs…
Talk Me Through It: Developing Effective Systems for Chart Authoring
Nazar Ponochevnyi, Young-Ho Kim, Joseph Jay Williams +1
Recent chart-authoring systems increasingly focus on natural-language input, enabling users to form a mental image of the chart they wish to create and express this intent using sp…
Co-Writing with AI, on Human Terms: Aligning Research with User Demands Across the Writing Process
Mohi Reza, Jeb Thomas-Mitchell, Peter Dushniku +3
As generative AI tools like ChatGPT become integral to everyday writing, critical questions arise about how to preserve writers' sense of agency and ownership when using these tool…
Large Language Model Agents for Improving Engagement with Behavior Change Interventions: Application to Digital Mindfulness
Harsh Kumar, Suhyeon Yoo, Angela Zavaleta Bernuy +6
Although engagement in self-directed wellness exercises typically declines over time, integrating social support such as coaching can sustain it. However, traditional forms of supp…
Chart What I Say: Exploring Cross-Modality Prompt Alignment in AI-Assisted Chart Authoring
Nazar Ponochevnyi, Anastasia Kuzminykh
Recent chart-authoring systems, such as Amazon Q in QuickSight and Copilot for Power BI, demonstrate an emergent focus on supporting natural language input to share meaningful insi…
CUI@CHI 2024: Building Trust in CUIs-From Design to Deployment
Smit Desai, Christina Wei, Jaisie Sin +10
Conversational user interfaces (CUIs) have become an everyday technology for people the world over, as well as a booming area of research. Advances in voice synthesis and the emerg…
Understanding the Role of Large Language Models in Personalizing and Scaffolding Strategies to Combat Academic Procrastination
Ananya Bhattacharjee, Yuchen Zeng, Sarah Yi Xu +9
Traditional interventions for academic procrastination often fail to capture the nuanced, individual-specific factors that underlie them. Large language models (LLMs) hold immense…
Impact of Guidance and Interaction Strategies for LLM Use on Learner Performance and Perception
Harsh Kumar, Ilya Musabirov, Mohi Reza +5
Personalized chatbot-based teaching assistants can be crucial in addressing increasing classroom sizes, especially where direct teacher presence is limited. Large language models (…
ABScribe: Rapid Exploration & Organization of Multiple Writing Variations in Human-AI Co-Writing Tasks using Large Language Models
Mohi Reza, Nathan Laundry, Ilya Musabirov +7
Exploring alternative ideas by rewriting text is integral to the writing process. State-of-the-art Large Language Models (LLMs) can simplify writing variation generation. However,…