Somayeh Molaei

schoolUniversity of Michiganbar_chart#5189 Global Rank

Total Papers

HCI Rank

#5189

Research Areas

Years Active

Recent Publications

What do people want to know about Artificial Intelligence (AI)? The Importance of Answering End-user Questions to Explain Autonomous Vehicle (AV) Decisions

Improving end-users’ understanding of decisions made by autonomous vehicles (AVs) driven by artificial intelligence (AI) can improve utilization and acceptance of AVs. However, current explanation mechanisms primarily help AI researchers and engineers in debugging and monitoring their AI systems, and may not address t…

UIST '242nd AuthorEye Tracking & Gaze Interaction +2

VIME: Visual Interactive Model Explorer for Identifying Capabilities and Limitations of Machine Learning Models for Sequential Decision-Making

Ensuring that Machine Learning (ML) models make correct and meaningful inferences is necessary for the broader adoption of such models into high-stakes decision-making scenarios. Thus, ML model engineers increasingly use eXplainable AI (XAI) tools to investigate the capabilities and limitations of their ML models befo…

CHI '242nd AuthorHuman-LLM Collaboration +1

Shaping Human-AI Collaboration: Varied Scaffolding Levels in Co-writing with Language Models

Advances in language modeling have paved the way for novel human-AI co-writing experiences. This paper explores how varying levels of scaffolding from large language models (LLMs) shape the co-writing process. Employing a within-subjects field experiment with a Latin square design, we asked participants (N=131) to res…

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