5.3k citations · 12.9k across the 24 of their papers we have counts for
3 papers · 1 filter
KnowSim: Evaluating Information Calibration in LLM Assistants with User Simulators that Learn
Yoonjoo Lee, Hyoungwook Jin, Tae Soo Kim +3
To effectively collaborate with users on knowledge-intensive tasks, Large Language Models (LLMs) must perform information calibration: matching content to a user's evolving underst…
Precision Proactivity: Measuring Cognitive Load in Real-World AI-Assisted Work
Brandon Lepine, Juho Kim, Pamela Mishkin +1
Systems like ChatGPT and Claude assist billions through proactive dialogue-offering unsolicited, task-relevant information. Drawing on Cognitive Load Theory, we study how cognitive…
Contextual Confidence and Generative AI
Shrey Jain, Zoë Hitzig, Pamela Mishkin
Generative AI models perturb the foundations of effective human communication. They present new challenges to contextual confidence, disrupting participants' ability to identify th…