Michelle Brachman

According to our database, Michelle Brachman authored at least 16 papers between 2020 and 2024.

Collaborative distances:

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

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