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ORCIDMichelle Brachman
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2020 – today
- 2024
[j5]Hyo Jin Do
, Michelle Brachman, Casey Dugan, James M. Johnson, Julia Lauer, Priyanshu Rai, Qian Pan:
Grounding with Structure: Exploring Design Variations of Grounded Human-AI Collaboration in a Natural Language Interface. Proc. ACM Hum. Comput. Interact. 8(CSCW2): 1-27 (2024)- [j4]Hyo Jin Do, Michelle Brachman, Casey Dugan, Qian Pan, Priyanshu Rai, James M. Johnson, Roshni Thawani:
Evaluating What Others Say: The Effect of Accuracy Assessment in Shaping Mental Models of AI Systems. Proc. ACM Hum. Comput. Interact. 8(CSCW2): 1-26 (2024) - [c7]Michelle Brachman, Amina H. El-Ashry, Casey Dugan, Werner Geyer:
How Knowledge Workers Use and Want to Use LLMs in an Enterprise Context. CHI Extended Abstracts 2024: 189:1-189:8 - [i4]Michael Desmond, Michelle Brachman:
Exploring Prompt Engineering Practices in the Enterprise. CoRR abs/2403.08950 (2024) - [i3]Abby Stylianou, Michelle Brachman, Albatool Wazzan, Samuel Black, Richard Souvenir:
Design and Evaluation of Camera-Centric Mobile Crowdsourcing Applications. CoRR abs/2409.03012 (2024) - [i2]Zahra Ashktorab, Qian Pan, Werner Geyer, Michael Desmond, Marina Danilevsky, James M. Johnson, Casey Dugan, Michelle Brachman:
Emerging Reliance Behaviors in Human-AI Text Generation: Hallucinations, Data Quality Assessment, and Cognitive Forcing Functions. CoRR abs/2409.08937 (2024) - 2023
- [j3]Caitlin Kelleher, Michelle Brachman:
A sensemaking analysis of API learning using React. J. Comput. Lang. 74: 101189 (2023) - [c6]Zahra Ashktorab, Michael Desmond, James M. Johnson, Qian Pan, Casey Dugan, Michelle Brachman, Carolina Spina:
SME-in-the-loop: Interaction Preferences when Supervising Bots in Human-AI Communities. Conference on Designing Interactive Systems 2023: 2281-2303 - [c5]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:
Follow the Successful Herd: Towards Explanations for Improved Use and Mental Models of Natural Language Systems. IUI 2023: 220-239 - 2022
- [j2]Michelle Brachman, Zahra Ashktorab, Michael Desmond, Evelyn Duesterwald, Casey Dugan, Narendra Nath Joshi, Qian Pan, Aabhas Sharma:
Reliance and Automation for Human-AI Collaborative Data Labeling Conflict Resolution. Proc. ACM Hum. Comput. Interact. 6(CSCW2): 1-27 (2022) - [c4]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:
A Goal-Driven Natural Language Interface for Creating Application Integration Workflows. AAAI 2022: 13155-13157 - [c3]Michael Desmond, Michelle Brachman, Evelyn Duesterwald, Casey Dugan, Narendra Nath Joshi, Qian Pan, Carolina Spina:
AI Assisted Data Labeling with Interactive Auto Label. AAAI 2022: 13161-13163 - [e1]Paolo Bottoni, Gennaro Costagliola, Michelle Brachman, Mark Minas:
2022 IEEE Symposium on Visual Languages and Human-Centric Computing, VL/HCC 2022, Rome, Italy, September 12-16, 2022. IEEE 2022, ISBN 978-1-6654-4215-2 [contents] - 2021
- [j1]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:
AI-Assisted Human Labeling: Batching for Efficiency without Overreliance. Proc. ACM Hum. Comput. Interact. 5(CSCW1): 89:1-89:27 (2021) - [c2]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:
Increasing the Speed and Accuracy of Data Labeling Through an AI Assisted Interface. IUI 2021: 392-401 - [i1]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:
Increasing the Speed and Accuracy of Data LabelingThrough an AI Assisted Interface. CoRR abs/2104.04122 (2021) - 2020
- [c1]Michael Desmond, Evelyn Duesterwald, Kristina Brimijoin, Michelle Brachman, Qian Pan:
Semi-Automated Data Labeling. NeurIPS (Competition and Demos) 2020: 156-169
Coauthor Index
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