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ORCIDDavid Piorkowski
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2020 – today
- 2024
[c25]David Piorkowski
, Rachel Ostrand, Kristina Brimijoin, Jessica He, Erica Albert, Stephanie Houde:
Towards Interactive Guidance for Writing Training Utterances for Conversational Agents. CUI 2024: 14- [c24]Rachel Ostrand, Kristina Brimijoin, David Piorkowski, Jessica He, Erica Albert, Stephanie Houde:
Say What? Real-time Linguistic Guidance Supports Novices in Writing Utterances for Conversational Agent Training. CUI 2024: 15 - [i13]Swapnaja Achintalwar, Adriana Alvarado Garcia, Ateret Anaby-Tavor, Ioana Baldini, Sara E. Berger, Bishwaranjan Bhattacharjee, Djallel Bouneffouf, Subhajit Chaudhury, Pin-Yu Chen, Lamogha Chiazor, Elizabeth M. Daly, Rogério Abreu de Paula, Pierre L. Dognin, Eitan Farchi, Soumya Ghosh, Michael Hind, Raya Horesh, George Kour, Ja Young Lee, Erik Miehling, Keerthiram Murugesan, Manish Nagireddy, Inkit Padhi, David Piorkowski, Ambrish Rawat, Orna Raz, Prasanna Sattigeri, Hendrik Strobelt, Sarathkrishna Swaminathan, Christoph Tillmann, Aashka Trivedi, Kush R. Varshney, Dennis Wei, Shalisha Witherspoon, Marcel Zalmanovici:
Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations. CoRR abs/2403.06009 (2024) - [i12]Austin Z. Henley, David Piorkowski:
Supporting Annotators with Affordances for Efficiently Labeling Conversational Data. CoRR abs/2403.07762 (2024) - [i11]Erik Miehling, Manish Nagireddy, Prasanna Sattigeri, Elizabeth M. Daly, David Piorkowski, John T. Richards:
Language Models in Dialogue: Conversational Maxims for Human-AI Interactions. CoRR abs/2403.15115 (2024) - 2023
- [j6]David Piorkowski, Inge Vejsbjerg, Owen Cornec, Elizabeth M. Daly, Öznur Alkan:
AIMEE: An Exploratory Study of How Rules Support AI Developers to Explain and Edit Models. Proc. ACM Hum. Comput. Interact. 7(CSCW2): 1-25 (2023) - [c23]Brandon Dominique, Kaoutar El Maghraoui, David Piorkowski, Lorraine Herger:
FactSheets for Hardware-Aware AI Models: A Case Study of Analog In Memory Computing AI Models. SSE 2023: 148-158 - [c22]Jessica He, David Piorkowski, Michael J. Muller, Kristina Brimijoin, Stephanie Houde, Justin D. Weisz:
Understanding How Task Dimensions Impact Automation Preferences with a Conversational Task Assistant. AutomationXP@CHI 2023 - [c21]Jessica He, David Piorkowski, Michael J. Muller, Kristina Brimijoin, Stephanie Houde, Justin D. Weisz:
Rebalancing Worker Initiative and AI Initiative in Future Work: Four Task Dimensions. CHIWORK 2023: 3:1-3:16 - [c20]Rachel Ostrand, Victor S. Ferreira, David Piorkowski:
Rapid Lexical Alignment to a Conversational Agent. INTERSPEECH 2023: 2653-2657 - 2022
- [c19]Andreea Danielescu, David Piorkowski:
Iterative Design of Gestures During Elicitation: Understanding the Role of Increased Production. CHI 2022: 558:1-558:14 - [i10]David Piorkowski, John T. Richards, Michael Hind:
Evaluating a Methodology for Increasing AI Transparency: A Case Study. CoRR abs/2201.13224 (2022) - [i9]David Piorkowski, Michael Hind, John T. Richards:
Quantitative AI Risk Assessments: Opportunities and Challenges. CoRR abs/2209.06317 (2022) - 2021
- [j5]John T. Richards, David Piorkowski, Michael Hind, Stephanie Houde, Aleksandra Mojsilovic, Kush R. Varshney:
A Human-Centered Methodology for Creating AI FactSheets. IEEE Data Eng. Bull. 44(4): 47-58 (2021) - [j4]David Piorkowski, Soya Park, April Yi Wang, Dakuo Wang, Michael J. Muller, Felix Portnoy:
How AI Developers Overcome Communication Challenges in a Multidisciplinary Team: A Case Study. Proc. ACM Hum. Comput. Interact. 5(CSCW1): 131:1-131:25 (2021) - [j3]Sruti Srinivasa Ragavan, Mihai Codoban, David Piorkowski, Danny Dig, Margaret Burnett:
Version Control Systems: An Information Foraging Perspective. IEEE Trans. Software Eng. 47(8): 1644-1655 (2021) - [c18]Michael J. Muller, April Yi Wang, Steven I. Ross, Justin D. Weisz, Mayank Agarwal, Kartik Talamadupula, Stephanie Houde, Fernando Martinez, John T. Richards, Jaimie Drozdal, Xuye Liu, David Piorkowski, Dakuo Wang:
How Data Scientists Improve Generated Code Documentation in Jupyter Notebooks. IUI Workshops 2021 - [c17]Soya Park, April Yi Wang, Ban Kawas, Q. Vera Liao, David Piorkowski, Marina Danilevsky:
Facilitating Knowledge Sharing from Domain Experts to Data Scientists for Building NLP Models. IUI 2021: 585-596 - [i8]David Piorkowski, Soya Park, April Yi Wang, Dakuo Wang, Michael J. Muller, Felix Portnoy:
How AI Developers Overcome Communication Challenges in a Multidisciplinary Team: A Case Study. CoRR abs/2101.06098 (2021) - [i7]Soya Park, April Yi Wang, Ban Kawas, Q. Vera Liao, David Piorkowski, Marina Danilevsky:
Facilitating Knowledge Sharing from Domain Experts to Data Scientists for Building NLP Models. CoRR abs/2102.00036 (2021) - [i6]Andreea Danielescu, David Piorkowski:
Iterative Design of Gestures during Elicitation: A Gateway into User's Mental Models. CoRR abs/2104.04685 (2021) - 2020
- [c16]Michael Hind, Stephanie Houde, Jacquelyn Martino, Aleksandra Mojsilovic, David Piorkowski, John T. Richards, Kush R. Varshney:
Experiences with Improving the Transparency of AI Models and Services. CHI Extended Abstracts 2020: 1-8 - [c15]Stephanie Houde, Vera Liao, Jacquelyn Martino, Michael J. Muller, David Piorkowski, John T. Richards, Justin D. Weisz, Yunfeng Zhang:
Business (mis)Use Cases of Generative AI. HAI-GEN+user2agent@IUI 2020 - [c14]Sandeep Kaur Kuttal, Jarow Myers, Sam Gurka, David Magar, David Piorkowski, Rachel K. E. Bellamy:
Towards Designing Conversational Agents for Pair Programming: Accounting for Creativity Strategies and Conversational Styles. VL/HCC 2020: 1-11 - [i5]Stephanie Houde, Vera Liao, Jacquelyn Martino, Michael J. Muller, David Piorkowski, John T. Richards, Justin D. Weisz, Yunfeng Zhang:
Business (mis)Use Cases of Generative AI. CoRR abs/2003.07679 (2020) - [i4]John T. Richards, David Piorkowski, Michael Hind, Stephanie Houde, Aleksandra Mojsilovic:
A Methodology for Creating AI FactSheets. CoRR abs/2006.13796 (2020) - [i3]David Piorkowski, Daniel González, John T. Richards, Stephanie Houde:
Towards evaluating and eliciting high-quality documentation for intelligent systems. CoRR abs/2011.08774 (2020)
2010 – 2019
- 2019
- [j2]Matthew Arnold, Rachel K. E. Bellamy, Michael Hind, Stephanie Houde, Sameep Mehta, Aleksandra Mojsilovic, Ravi Nair, Karthikeyan Natesan Ramamurthy, Alexandra Olteanu, David Piorkowski, Darrell Reimer, John T. Richards, Jason Tsay, Kush R. Varshney:
FactSheets: Increasing trust in AI services through supplier's declarations of conformity. IBM J. Res. Dev. 63(4/5): 6:1-6:13 (2019) - [c13]Michael J. Muller, Ingrid Lange, Dakuo Wang, David Piorkowski, Jason Tsay, Q. Vera Liao, Casey Dugan, Thomas Erickson:
How Data Science Workers Work with Data: Discovery, Capture, Curation, Design, Creation. CHI 2019: 126 - [i2]Michael Hind, Stephanie Houde, Jacquelyn Martino, Aleksandra Mojsilovic, David Piorkowski, John T. Richards, Kush R. Varshney:
Experiences with Improving the Transparency of AI Models and Services. CoRR abs/1911.08293 (2019) - 2018
- [c12]Tommy Sandbank, Michal Shmueli-Scheuer, Jonathan Herzig, David Konopnicki, John T. Richards, David Piorkowski:
Detecting Egregious Conversations between Customers and Virtual Agents. NAACL-HLT 2018: 1802-1811 - 2017
- [c11]Sruti Srinivasa Ragavan, Bhargav Pandya, David Piorkowski, Charles Hill, Sandeep Kaur Kuttal, Anita Sarma, Margaret M. Burnett:
PFIS-V: Modeling Foraging Behavior in the Presence of Variants. CHI 2017: 6232-6244 - [c10]Abdulbaki Aydin, David Piorkowski, Omer Tripp, Pietro Ferrara, Marco Pistoia:
Visual Configuration of Mobile Privacy Policies. FASE 2017: 338-355 - [c9]David Piorkowski, Sean Penney, Austin Z. Henley, Marco Pistoia, Margaret M. Burnett, Omer Tripp, Pietro Ferrara:
Foraging goes mobile: Foraging while debugging on mobile devices. VL/HCC 2017: 9-17 - [i1]Tommy Sandbank, Michal Shmueli-Scheuer, David Konopnicki, Jonathan Herzig, John T. Richards, David Piorkowski:
Detecting Egregious Conversations between Customers and Virtual Agents. CoRR abs/1711.05780 (2017) - 2016
- [c8]Sruti Srinivasa Ragavan, Sandeep Kaur Kuttal, Charles Hill, Anita Sarma, David Piorkowski, Margaret M. Burnett:
Foraging Among an Overabundance of Similar Variants. CHI 2016: 3509-3521 - [c7]David Piorkowski, Austin Z. Henley, Tahmid Nabi, Scott D. Fleming, Christopher Scaffidi, Margaret M. Burnett:
Foraging and navigations, fundamentally: developers' predictions of value and cost. SIGSOFT FSE 2016: 97-108 - [c6]Tahmid Nabi, Kyle M. D. Sweeney, Sam Lichlyter, David Piorkowski, Chris Scaffidi, Margaret M. Burnett, Scott D. Fleming:
Putting information foraging theory to work: Community-based design patterns for programming tools. VL/HCC 2016: 129-133 - 2015
- [c5]David Piorkowski, Scott D. Fleming, Christopher Scaffidi, Margaret M. Burnett, Irwin Kwan, Austin Z. Henley, Jamie Macbeth, Charles Hill, Amber Horvath:
To fix or to learn? How production bias affects developers' information foraging during debugging. ICSME 2015: 11-20 - 2013
- [j1]Scott D. Fleming, Christopher Scaffidi, David Piorkowski, Margaret M. Burnett, Rachel K. E. Bellamy, Joseph Lawrance, Irwin Kwan:
An Information Foraging Theory Perspective on Tools for Debugging, Refactoring, and Reuse Tasks. ACM Trans. Softw. Eng. Methodol. 22(2): 14:1-14:41 (2013) - [c4]David Piorkowski, Scott D. Fleming, Irwin Kwan, Margaret M. Burnett, Christopher Scaffidi, Rachel K. E. Bellamy, Joshua Jordahl:
The whats and hows of programmers' foraging diets. CHI 2013: 3063-3072 - 2012
- [c3]David Piorkowski, Scott D. Fleming, Christopher Scaffidi, Christopher Bogart, Margaret M. Burnett, Bonnie E. John, Rachel K. E. Bellamy, Calvin Swart:
Reactive information foraging: an empirical investigation of theory-based recommender systems for programmers. CHI 2012: 1471-1480 - 2011
- [c2]David Piorkowski, Scott D. Fleming, Christopher Scaffidi, Liza John, Christopher Bogart, Bonnie E. John, Margaret M. Burnett, Rachel K. E. Bellamy:
Modeling programmer navigation: A head-to-head empirical evaluation of predictive models. VL/HCC 2011: 109-116 - 2010
- [c1]Christopher Bogart, Margaret M. Burnett, Scott Douglass, David Piorkowski, Amber Shinsel:
Does My Model Work? Evaluation Abstractions of Cognitive Modelers. VL/HCC 2010: 49-56
Coauthor Index
aka: Margaret Burnett
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last updated on 2024-08-05 20:25 CEST by the dblp team
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