Michelle Brachman

32 papers A* 2A 4B 2Journal 13Unranked 11
YearRankTypeTitle / Venue / Authors
2026 — conf
DASH: Designing and Developing Agentic Systems for Humans (Tutorial).
IUI Companion
Michelle Brachman, Heloisa Candello, Amanda soares da Silveira
2025 B conf
"The Diagram is like Guardrails": Structuring GenAI-assisted Hypotheses Exploration with an Interactive Shared Representation.
Creativity & Cognition
Zijian Ding, Michelle Brachman, Joel Chan, Werner Geyer
2025 J jnl
"The Diagram is like Guardrails": Structuring GenAI-assisted Hypotheses Exploration with an Interactive Shared Representation.
CoRR
Zijian Ding, Michelle Brachman, Joel Chan, Werner Geyer
2025 — conf
A Case Study Investigating the Role of Generative AI in Quality Evaluations of Epics in Agile Software Development.
CHIWORK
Werner Geyer, Jessica He, Daita Sarkar, Michelle Brachman, Chris Hammond, Jennifer Heins, Zahra Ashktorab, Carlos Rosemberg, Charlie Hill
2025 J jnl
A Case Study Investigating the Role of Generative AI in Quality Evaluations of Epics in Agile Software Development.
CoRR
Werner Geyer, Jessica He, Daita Sarkar, Michelle Brachman, Chris Hammond, Jennifer Heins, Zahra Ashktorab, Carlos Rosemberg, Charlie Hill
2025 — conf
ACE: Moving toward Co-Investigation with the Agentic Code Explorer.
IUI Workshops
Darío Andrés Silva Moran, Kristina Brimijoin, Gabriel Enrique Gonzalez, Stephanie Houde, Michael J. Muller, Michelle Brachman, Justin D. Weisz
2025 A conf
Building Appropriate Mental Models: What Users Know and Want to Know about an Agentic AI Chatbot.
IUI
Michelle Brachman, Siya Kunde, Sarah Miller, Ana Fucs, Samantha Dempsey, Jamie Jabbour, Werner Geyer
2025 J jnl
Current and Future Use of Large Language Models for Knowledge Work.
CoRR
Michelle Brachman, Amina H. El-Ashry, Casey Dugan, Werner Geyer
2025 J jnl
Current and Future Use of Large Language Models for Knowledge Work.
Proc. ACM Hum. Comput. Interact.
Michelle Brachman, Amina H. El-Ashry, Casey Dugan, Werner Geyer
2025 — conf
Designing conversational agent(ic) systems.
CUI
Heloisa Candello, Michelle Brachman
2025 — conf
Emerging Reliance Behaviors in Human-AI Content Grounded Data Generation: The Role of Cognitive Forcing Functions and Hallucinations.
CHIWORK
Zahra Ashktorab, Michael Desmond, Qian Pan, James Johnson, Michelle Brachman, Casey Dugan, Marina Danilevsky, Werner Geyer
2025 — conf
MetricMate: An Interactive Tool for Generating Evaluation Criteria for LLM-as-a-Judge Workflow.
CHIWORK
Simret Araya Gebreegziabher, Charles Chiang, Zichu Wang, Zahra Ashktorab, Michelle Brachman, Werner Geyer, Toby Jia-Jun Li, Diego Gómez-Zará
2025 — conf
MetricMate: An Interactive Tool for Generating Evaluation Criteria for LLM-as-a-Judge Workflow.
IUI Workshops
Simret Araya Gebreegziabher, Charles Chiang, Zichu Wang, Zahra Ashktorab, Michelle Brachman, Werner Geyer, Toby Jia-Jun Li, Diego Gómez-Zará
2025 — conf
Structuring GenAI-assisted Hypotheses Exploration with an Interactive Shared Representation.
IUI Companion
Zijian Ding, Michelle Brachman, Joel Chan, Werner Geyer
2025 — conf
Towards Personalized and Contextualized Code Explanations.
UMAP (Adjunct Publication)
Michelle Brachman, Arielle Goldberg, Andrew Anderson, Stephanie Houde, Michael J. Muller, Justin D. Weisz
2024 J jnl
Design and Evaluation of Camera-Centric Mobile Crowdsourcing Applications.
CoRR
Abby Stylianou, Michelle Brachman, Albatool Wazzan, Samuel Black, Richard Souvenir
2024 J jnl
Emerging Reliance Behaviors in Human-AI Text Generation: Hallucinations, Data Quality Assessment, and Cognitive Forcing Functions.
CoRR
Zahra Ashktorab, Qian Pan, Werner Geyer, Michael Desmond, Marina Danilevsky, James M. Johnson, Casey Dugan, Michelle Brachman
2024 J jnl
Evaluating What Others Say: The Effect of Accuracy Assessment in Shaping Mental Models of AI Systems.
Proc. ACM Hum. Comput. Interact.
Hyo Jin Do, Michelle Brachman, Casey Dugan, Qian Pan, Priyanshu Rai, James M. Johnson, Roshni Thawani
2024 J jnl
Exploring Prompt Engineering Practices in the Enterprise.
CoRR
Michael Desmond, Michelle Brachman
2024 J jnl
Grounding with Structure: Exploring Design Variations of Grounded Human-AI Collaboration in a Natural Language Interface.
Proc. ACM Hum. Comput. Interact.
Hyo Jin Do, Michelle Brachman, Casey Dugan, James M. Johnson, Julia Lauer, Priyanshu Rai, Qian Pan
2024 — conf
How Knowledge Workers Use and Want to Use LLMs in an Enterprise Context.
CHI Extended Abstracts
Michelle Brachman, Amina H. El-Ashry, Casey Dugan, Werner Geyer
2023 J jnl
A sensemaking analysis of API learning using React.
J. Comput. Lang.
Caitlin Kelleher, Michelle Brachman
2023 A conf
Follow the Successful Herd: Towards Explanations for Improved Use and Mental Models of Natural Language Systems.
IUI
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
2023 A conf
SME-in-the-loop: Interaction Preferences when Supervising Bots in Human-AI Communities.
Conference on Designing Interactive Systems
Zahra Ashktorab, Michael Desmond, James M. Johnson, Qian Pan, Casey Dugan, Michelle Brachman, Carolina Spina
2022 B ed.
2022 IEEE Symposium on Visual Languages and Human-Centric Computing, VL/HCC 2022, Rome, Italy, September 12-16, 2022
VL/HCC
Paolo Bottoni, Gennaro Costagliola, Michelle Brachman, Mark Minas
2022 A* conf
A Goal-Driven Natural Language Interface for Creating Application Integration Workflows.
AAAI
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
2022 A* conf
AI Assisted Data Labeling with Interactive Auto Label.
AAAI
Michael Desmond, Michelle Brachman, Evelyn Duesterwald, Casey Dugan, Narendra Nath Joshi, Qian Pan, Carolina Spina
2022 J jnl
Reliance and Automation for Human-AI Collaborative Data Labeling Conflict Resolution.
Proc. ACM Hum. Comput. Interact.
Michelle Brachman, Zahra Ashktorab, Michael Desmond, Evelyn Duesterwald, Casey Dugan, Narendra Nath Joshi, Qian Pan, Aabhas Sharma
2021 J jnl
AI-Assisted Human Labeling: Batching for Efficiency without Overreliance.
Proc. ACM Hum. Comput. Interact.
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
2021 A conf
Increasing the Speed and Accuracy of Data Labeling Through an AI Assisted Interface.
IUI
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
2021 J jnl
Increasing the Speed and Accuracy of Data LabelingThrough an AI Assisted Interface.
CoRR
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
2020 — conf
Semi-Automated Data Labeling.
NeurIPS (Competition and Demos)
Michael Desmond, Evelyn Duesterwald, Kristina Brimijoin, Michelle Brachman, Qian Pan