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Author

Michelle Brachman

Observed name: Brachman, Michelle
Institution: IBM (United States)
ORCID: 0000-0001-8152-441X
Observed ORCID: 0000-0001-8152-441X
OpenAlex ID: A5040101822
How Knowledge Workers Use and Want to Use LLMs in an Enterprise Context
2024 · Michelle Brachman, Amina El-Ashry, et al. · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · 56
AI-Assisted Human Labeling
2021 · Zahra Ashktorab, Michael Desmond, et al. · Proceedings of the ACM on Human-Computer Interaction · 52
Current and Future Use of Large Language Models for Knowledge Work
2025 · Michelle Brachman, Amina El-Ashry, et al. · Proceedings of the ACM on Human-Computer Interaction · 39
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Exploring Prompt Engineering Practices in the Enterprise
2024 · Desmond, Michael, Brachman, Michelle · arXiv (Cornell University) · 33
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Building Appropriate Mental Models: What Users Know and Want to Know about an Agentic AI Chatbot
2025 · Michelle Brachman, Siya Kunde, et al. · ACM International Conference on Intelligent User Interfaces (IUI) · 28
Emerging Reliance Behaviors in Human-AI Content Grounded Data Generation: The Role of Cognitive Forcing Functions and Hallucinations
2025 · Zahra Ashktorab, Michael Desmond, et al. · Annual Symposium on Human-Computer Interaction for Work (CHIWORK) · 23
Semi-Automated Data Labeling.
2020 · Michael Desmond, Evelyn Duesterwald, et al. · 21
MetricMate: An Interactive Tool for Generating Evaluation Criteria for LLM-as-a-Judge Workflow
2025 · Simret Araya Gebreegziabher, Charles Chiang, et al. · Annual Symposium on Human-Computer Interaction for Work (CHIWORK) · 18
Reliance and Automation for Human-AI Collaborative Data Labeling Conflict Resolution
2022 · Michelle Brachman, Zahra Ashktorab, et al. · Proceedings of the ACM on Human-Computer Interaction · 18
Follow the Successful Herd: Towards Explanations for Improved Use and Mental Models of Natural Language Systems
2023 · Michelle Brachman, Qian Pan, et al. · ACM International Conference on Intelligent User Interfaces (IUI) · 16
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"The Diagram is like Guardrails": Structuring GenAI-assisted Hypotheses Exploration with an Interactive Shared Representation
2025 · Zijian Ding, Michelle Brachman, et al. · Creativity and Cognition · 15
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A Case Study Investigating the Role of Generative AI in Quality Evaluations of Epics in Agile Software Development
2025 · Werner Geyer, Jessica He, et al. · Annual Symposium on Human-Computer Interaction for Work (CHIWORK) · 12
AI Assisted Data Labeling with Interactive Auto Label
2022 · Michael Desmond, Michelle Brachman, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 12
Evaluating What Others Say: The Effect of Accuracy Assessment in Shaping Mental Models of AI Systems
2024 · Hyo Jin Do, Michelle Brachman, et al. · Proceedings of the ACM on Human-Computer Interaction · 7
SME-in-the-loop: Interaction Preferences when Supervising Bots in Human-AI Communities
2023 · Zahra Ashktorab, Michael Desmond, et al. · Designing Interactive Systems Conference · 7
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Towards Personalized and Contextualized Code Explanations
2025 · Michelle Brachman, Arielle Goldberg, et al. · ACM Conference on User Modeling, Adaptation and Personalization (UMAP) · 6
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A Goal-Driven Natural Language Interface for Creating Application Integration Workflows
2022 · Michelle Brachman, Christopher Bygrave, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 4
Grounding with Structure: Exploring Design Variations of Grounded Human-AI Collaboration in a Natural Language Interface
2024 · Hyo Jin Do, Michelle Brachman, et al. · Proceedings of the ACM on Human-Computer Interaction · 3
Structuring GenAI-assisted Hypotheses Exploration with an Interactive Shared Representation
2025 · Zijian Ding, Michelle Brachman, et al. · ACM International Conference on Intelligent User Interfaces (IUI) · 2
A sensemaking analysis of API learning using React
2022 · Caitlin Kelleher, Michelle Brachman · Journal of Computer Languages · 2
Designing conversational agent(ic) systems
2025 · Heloisa Candello, Michelle Brachman · ACM Conference on Conversational User Interfaces (CUI) · 1
DASH: Designing and Developing Agentic Systems for Humans (Tutorial)
2026 · Michelle Brachman, Heloisa Candello, et al. · ACM International Conference on Intelligent User Interfaces (IUI)
Desenvolvendo sistemas de agentes conversacionais: Conceitos, Capacidades e Considerações
2026 · Heloisa Candello, Michelle Brachman, et al.
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"The Diagram is like Guardrails": Structuring GenAI-assisted Hypotheses Exploration with an Interactive Shared Representation
2025 · Ding, Zijian, Brachman, Michelle, et al. · arXiv (Cornell University)
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Design and Evaluation of Camera-Centric Mobile Crowdsourcing Applications
2024 · Stylianou, Abby, Brachman, Michelle, et al. · arXiv (Cornell University)
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Works count: 25
Citation count: 375
H-index: 12
I10-index: 13
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