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2020 – today
- 2024
[c18]Michael Desmond
, Zahra Ashktorab, Qian Pan, Casey Dugan, James M. Johnson:
EvaluLLM: LLM assisted evaluation of generative outputs. IUI Companion 2024: 30-32- [i9]Michael Desmond, Michelle Brachman:
Exploring Prompt Engineering Practices in the Enterprise. CoRR abs/2403.08950 (2024) - [i8]Qian Pan, Zahra Ashktorab, Michael Desmond, Martin Santillan Cooper, James M. Johnson, Rahul Nair, Elizabeth Daly, Werner Geyer:
Human-Centered Design Recommendations for LLM-as-a-Judge. CoRR abs/2407.03479 (2024) - [i7]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) - [i6]Zahra Ashktorab, Michael Desmond, Qian Pan, James M. Johnson, Martin Santillan Cooper, Elizabeth M. Daly, Rahul Nair, Tejaswini Pedapati, Swapnaja Achintalwar, Werner Geyer:
Aligning Human and LLM Judgments: Insights from EvalAssist on Task-Specific Evaluations and AI-assisted Assessment Strategy Preferences. CoRR abs/2410.00873 (2024) - [i5]Nico Wagner, Michael Desmond, Rahul Nair, Zahra Ashktorab, Elizabeth M. Daly, Qian Pan, Martin Santillan Cooper, James M. Johnson, Werner Geyer:
Black-box Uncertainty Quantification Method for LLM-as-a-Judge. CoRR abs/2410.11594 (2024) - [i4]Inkit Padhi, Manish Nagireddy, Giandomenico Cornacchia, Subhajit Chaudhury, Tejaswini Pedapati, Pierre L. Dognin, Keerthiram Murugesan, Erik Miehling, Martin Santillan Cooper, Kieran Fraser, Giulio Zizzo, Muhammad Zaid Hameed, Mark Purcell, Michael Desmond, Qian Pan, Zahra Ashktorab, Inge Vejsbjerg, Elizabeth M. Daly, Michael Hind, Werner Geyer, Ambrish Rawat, Kush R. Varshney, Prasanna Sattigeri:
Granite Guardian. CoRR abs/2412.07724 (2024) - 2023
- [c17]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 - 2022
- [j4]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) - [c16]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 - [i3]Michael Desmond, Evelyn Duesterwald, Vatche Isahagian, Vinod Muthusamy:
A No-Code Low-Code Paradigm for Authoring Business Automations Using Natural Language. CoRR abs/2207.10648 (2022) - 2021
- [j3]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) - [c15]Michael J. Muller, Christine T. Wolf, Josh Andres, Michael Desmond, Narendra Nath Joshi, Zahra Ashktorab, Aabhas Sharma, Kristina Brimijoin, Qian Pan, Evelyn Duesterwald, Casey Dugan:
Designing Ground Truth and the Social Life of Labels. CHI 2021: 94:1-94:16 - [c14]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 - [i2]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
- [c13]Michael Desmond, Catherine Finegan-Dollak, Jeffrey Boston, Matthew Arnold:
Label Noise in Context. ACL (demo) 2020: 157-186 - [c12]Josh Andres, Christine T. Wolf, Michael J. Muller, Justin D. Weisz, Narendra Nath Joshi, Aabhas Sharma, Krissy Brimijoin, Michael Desmond, Zahra Ashktorab, Qian Pan, Evelyn Duesterwald, Casey Dugan:
Cultivating Human Expertise Through AI-Assisted Data Science. DaSH@KDD 2020 - [c11]Michael Desmond, Evelyn Duesterwald, Kristina Brimijoin, Michelle Brachman, Qian Pan:
Semi-Automated Data Labeling. NeurIPS (Competition and Demos) 2020: 156-169 - [i1]Matthew Arnold, Jeffrey Boston, Michael Desmond, Evelyn Duesterwald, Benjamin Elder, Anupama Murthi, Jirí Navrátil, Darrell Reimer:
Towards Automating the AI Operations Lifecycle. CoRR abs/2003.12808 (2020)
2010 – 2019
- 2014
- [j2]Michael Desmond, H. L. Guo, Fenno F. Terry Heath III, S. Bao, Elham Khabiri, Sophia Krasikov, Natwar Modani, Seema Nagar, M. Ohno, Harini Srinivasan, H. Takeuchi, Roman Vaculín, S. W. Zhao, T. Hamid:
A social analytics platform for smarter commerce solutions. IBM J. Res. Dev. 58(5/6) (2014) - 2011
- [c10]Rachel K. E. Bellamy, Michael Desmond, Jacquelyn Martino, Paul Matchen, Harold Ossher, John T. Richards, Calvin Swart:
Sketching tools for ideation. ICSE 2011: 808-811 - [c9]Nicolas Mangano, Harold Ossher, Ian Simmonds, Matthew Callery, Michael Desmond, Sophia Krasikov:
Blending freeform and managed information in tables. ICSE 2011: 840-843 - 2010
- [j1]Ateret Anaby-Tavor, David Amid, Amit Fisher, Avivit Bercovici, Harold Ossher, Matthew Callery, Michael Desmond, Sophia Krasikov, Ian Simmonds:
Insights into enterprise conceptual modeling. Data Knowl. Eng. 69(12): 1302-1318 (2010) - [c8]Harold Ossher, Rachel K. E. Bellamy, Ian Simmonds, David Amid, Ateret Anaby-Tavor, Matthew Callery, Michael Desmond, Jacqueline de Vries, Amit Fisher, Sophia Krasikov:
Flexible modeling tools for pre-requirements analysis: conceptual architecture and research challenges. OOPSLA 2010: 848-864
2000 – 2009
- 2009
- [c7]Ateret Anaby-Tavor, David Amid, Amit Fisher, Harold Ossher, Rachel K. E. Bellamy, Matthew Callery, Michael Desmond, Sophia Krasikov, Tova Roth, Ian Simmonds, Jacqueline de Vries:
An Empirical Study of Enterprise Conceptual Modeling. ER 2009: 55-69 - [c6]Harold Ossher, David Amid, Ateret Anaby-Tavor, Rachel K. E. Bellamy, Matthew Callery, Michael Desmond, Jackie De Vries, Amit Fisher, Sophia Krasikov, Ian Simmonds, Calvin Swart:
Using tagging to identify and organize concerns during pre-requirements analysis. EA@ICSE 2009: 25-30 - [c5]Harold Ossher, Rachel K. E. Bellamy, David Amid, Ateret Anaby-Tavor, Matthew Callery, Michael Desmond, Jacqueline de Vries, Amit Fisher, Thomas Frauenhofer, Sophia Krasikov, Ian Simmonds, Calvin Swart:
Business insight toolkit: Flexible pre-requirements modeling. ICSE Companion 2009: 423-424 - [c4]Michael Desmond, Chris Exton:
An Evaluation of inline source code browsing. PPIG 2009: 13 - [c3]Ateret Anaby-Tavor, David Amid, Amit Fisher, Harold Ossher, Rachel K. E. Bellamy, Matthew Callery, Michael Desmond, Sophia Krasikov, Tova Roth, Ian Simmonds, Jacqueline de Vries:
An algorithm for identifying the abstract syntax of graph-based diagrams. VL/HCC 2009: 193-196 - 2007
- [c2]Li-Te Cheng, Michael Desmond, Margaret-Anne D. Storey:
Presentations by Programmers for Programmers. ICSE 2007: 788-792 - 2006
- [c1]Michael Desmond, Margaret-Anne D. Storey, Chris Exton:
Fluid Source Code Views. ICPC 2006: 260-263
Coauthor Index
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