Brachman, Michelle

AI-Assisted Human Labeling: Batching for Efficiency without Overreliance

Ashktorab, Z., Desmond, M., Andres, J., Muller, M., Joshi, N. N., Brachman, M., Sharma, A., Brimijoin, K., Pan, Q., Wolf, C. T., et al. (2021) · Proceedings of the ACM on Human-Computer Interaction

Mobile Crowdsensing and CrowdsourcingHuman-Automation Interaction and Safety

Cited by 45

How Knowledge Workers Use and Want to Use LLMs in an Enterprise Context

Brachman, M., El-Ashry, A., Dugan, C., & Geyer, W. (2024) · Extended Abstracts of the CHI Conference on Human Factors in Computing Systems

Artificial Intelligence ApplicationsAI and HR Technologies

Cited by 37

Building Appropriate Mental Models: What Users Know and Want to Know about an Agentic AI Chatbot

Brachman, M., Kunde, S., Miller, S., Fucs, A., Dempsey, S., Jabbour, J., & Geyer, W. (2025) · Proceedings of the 30th International Conference on Intelligent User Interfaces

AI in Service InteractionsSocial Robot Interaction and HRI

Cited by 18

Follow the Successful Herd: Towards Explanations for Improved Use and Mental Models of Natural Language Systems

Brachman, M., Pan, Q., Do, H. J., Dugan, C., Chaudhary, A., Johnson, J. M., Rai, P., Chakraborti, T., Gschwind, T., Laredo, J. A., et al. (2023) · Proceedings of the 28th International Conference on Intelligent User Interfaces

Explainable Artificial Intelligence (XAI)Usability and User Interface Design

Cited by 11

Emerging Reliance Behaviors in Human-AI Content Grounded Data Generation: The Role of Cognitive Forcing Functions and Hallucinations

Ashktorab, Z., Desmond, M., Pan, Q., Johnson, J., Brachman, M., Dugan, C., Danilevsky, M., & Geyer, W. (2025) · Proceedings of the 4th Annual Symposium on Human-Computer Interaction for Work

Ethics and Social Impacts of AITopic Modeling

Cited by 10