Michelle Brachman

According to our database, Michelle Brachman authored at least 26 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Current and Future Use of Large Language Models for Knowledge Work.

Michelle Brachman, Amina H. El-Ashry, Casey Dugan, Werner Geyer

CoRR, March, 2025

Towards Personalized and Contextualized Code Explanations.

Michelle Brachman, Arielle Goldberg, Andrew Anderson, Stephanie Houde, Michael J. Muller, Justin D. Weisz

Proceedings of the Adjunct Proceedings of the 33rd ACM Conference on User Modeling, 2025

ACE: Moving toward Co-Investigation with the Agentic Code Explorer.

Darío Andrés Silva Moran, Kristina Brimijoin, Gabriel Enrique Gonzalez, Stephanie Houde, Michael J. Muller, Michelle Brachman, Justin D. Weisz

Proceedings of the Joint Proceedings of the ACM IUI 2025 Workshops co-located with the 30th Annual ACM Conference on Intelligent User Interfaces (IUI 2025), 2025

MetricMate: An Interactive Tool for Generating Evaluation Criteria for LLM-as-a-Judge Workflow.

Simret Araya Gebreegziabher, Charles Chiang, Zichu Wang, Zahra Ashktorab, Michelle Brachman, Werner Geyer, Toby Jia-Jun Li, Diego Gómez-Zará

Proceedings of the Joint Proceedings of the ACM IUI 2025 Workshops co-located with the 30th Annual ACM Conference on Intelligent User Interfaces (IUI 2025), 2025

Structuring GenAI-assisted Hypotheses Exploration with an Interactive Shared Representation.

Zijian Ding, Michelle Brachman, Joel Chan, Werner Geyer

Proceedings of the Companion Proceedings of the 30th International Conference on Intelligent User Interfaces, 2025

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

Michelle Brachman, Siya Kunde, Sarah Miller, Ana Fucs, Samantha Dempsey, Jamie Jabbour, Werner Geyer

Proceedings of the 30th International Conference on Intelligent User Interfaces, 2025

Designing conversational agent(ic) systems.

Heloisa Candello, Michelle Brachman

Proceedings of the 7th ACM Conference on Conversational User Interfaces, 2025

A Case Study Investigating the Role of Generative AI in Quality Evaluations of Epics in Agile Software Development.

Werner Geyer, Jessica He, Daita Sarkar, Michelle Brachman, Chris Hammond, Jennifer Heins, Zahra Ashktorab, Carlos Rosemberg, Charlie Hill

Proceedings of the 4th Annual Symposium on Human-Computer Interaction for Work, 2025

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

Zahra Ashktorab, Michael Desmond, Qian Pan, James Johnson, Michelle Brachman, Casey Dugan, Marina Danilevsky, Werner Geyer

Proceedings of the 4th Annual Symposium on Human-Computer Interaction for Work, 2025

"The Diagram is like Guardrails": Structuring GenAI-assisted Hypotheses Exploration with an Interactive Shared Representation.

Zijian Ding, Michelle Brachman, Joel Chan, Werner Geyer

Proceedings of the 2025 Conference on Creativity and Cognition, 2025

2024

Evaluating What Others Say: The Effect of Accuracy Assessment in Shaping Mental Models of AI Systems.

Hyo Jin Do, Michelle Brachman, Casey Dugan, Qian Pan, Priyanshu Rai, James M. Johnson, Roshni Thawani

Proc. ACM Hum. Comput. Interact., 2024

Grounding with Structure: Exploring Design Variations of Grounded Human-AI Collaboration in a Natural Language Interface.

Hyo Jin Do, Michelle Brachman, Casey Dugan, James M. Johnson, Julia Lauer, Priyanshu Rai, Qian Pan

Proc. ACM Hum. Comput. Interact., 2024

Emerging Reliance Behaviors in Human-AI Text Generation: Hallucinations, Data Quality Assessment, and Cognitive Forcing Functions.

Zahra Ashktorab, Qian Pan, Werner Geyer, Michael Desmond, Marina Danilevsky, James M. Johnson, Casey Dugan, Michelle Brachman

CoRR, 2024

Design and Evaluation of Camera-Centric Mobile Crowdsourcing Applications.

Abby Stylianou, Michelle Brachman, Albatool Wazzan, Samuel Black, Richard Souvenir

CoRR, 2024

Exploring Prompt Engineering Practices in the Enterprise.

Michael Desmond, Michelle Brachman

CoRR, 2024

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

Michelle Brachman, Amina H. El-Ashry, Casey Dugan, Werner Geyer

Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024

2023

A sensemaking analysis of API learning using React.

Caitlin Kelleher, Michelle Brachman

J. Comput. Lang., January, 2023

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

Michelle Brachman, Qian Pan, Hyo Jin Do, Casey Dugan, Arunima Chaudhary, James M. Johnson, Priyanshu Rai, Tathagata Chakraborti, Thomas Gschwind, Jim Alain Laredo, Christoph Miksovic, Paolo Scotton, Kartik Talamadupula, Gegi Thomas

Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

SME-in-the-loop: Interaction Preferences when Supervising Bots in Human-AI Communities.

Zahra Ashktorab, Michael Desmond, James M. Johnson, Qian Pan, Casey Dugan, Michelle Brachman, Carolina Spina

Proceedings of the 2023 ACM Designing Interactive Systems Conference, 2023

2022

Reliance and Automation for Human-AI Collaborative Data Labeling Conflict Resolution.

Michelle Brachman, Zahra Ashktorab, Michael Desmond, Evelyn Duesterwald, Casey Dugan, Narendra Nath Joshi, Qian Pan, Aabhas Sharma

Proc. ACM Hum. Comput. Interact., 2022

AI Assisted Data Labeling with Interactive Auto Label.

Michael Desmond, Michelle Brachman, Evelyn Duesterwald, Casey Dugan, Narendra Nath Joshi, Qian Pan, Carolina Spina

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

A Goal-Driven Natural Language Interface for Creating Application Integration Workflows.

Michelle Brachman, Christopher Bygrave, Tathagata Chakraborti, Arunima Chaudhary, Zhining Ding, Casey Dugan, David Gros, Thomas Gschwind, James M. Johnson, Jim Laredo, Christoph Miksovic, Qian Pan, Priyanshu Rai, Ramkumar Ramalingam, Paolo Scotton, Nagarjuna Surabathina, Kartik Talamadupula

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

AI-Assisted Human Labeling: Batching for Efficiency without Overreliance.

Zahra Ashktorab, Michael Desmond, Josh Andres, Michael J. Muller, Narendra Nath Joshi, Michelle Brachman, Aabhas Sharma, Kristina Brimijoin, Qian Pan, Christine T. Wolf, Evelyn Duesterwald, Casey Dugan, Werner Geyer, Darrell Reimer

Proc. ACM Hum. Comput. Interact., 2021

Increasing the Speed and Accuracy of Data LabelingThrough an AI Assisted Interface.

Michael Desmond, Zahra Ashktorab, Michelle Brachman, Kristina Brimijoin, Evelyn Duesterwald, Casey Dugan, Catherine Finegan-Dollak, Michael J. Muller, Narendra Nath Joshi, Qian Pan, Aabhas Sharma

CoRR, 2021

Increasing the Speed and Accuracy of Data Labeling Through an AI Assisted Interface.

Michael Desmond, Michael J. Muller, Zahra Ashktorab, Casey Dugan, Evelyn Duesterwald, Kristina Brimijoin, Catherine Finegan-Dollak, Michelle Brachman, Aabhas Sharma, Narendra Nath Joshi, Qian Pan

Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

2020

Semi-Automated Data Labeling.

Michael Desmond, Evelyn Duesterwald, Kristina Brimijoin, Michelle Brachman, Qian Pan

Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020