David Piorkowski

According to our database, David Piorkowski authored at least 36 papers between 2010 and 2024.

Collaborative distances:

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

2024

Language Models in Dialogue: Conversational Maxims for Human-AI Interactions.

Erik Miehling, Manish Nagireddy, Prasanna Sattigeri, Elizabeth M. Daly, David Piorkowski, John T. Richards

CoRR, 2024

Supporting Annotators with Affordances for Efficiently Labeling Conversational Data.

Austin Z. Henley, David Piorkowski

CoRR, 2024

Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations.

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

CoRR, 2024

2023

AIMEE: An Exploratory Study of How Rules Support AI Developers to Explain and Edit Models.

David Piorkowski, Inge Vejsbjerg, Owen Cornec, Elizabeth M. Daly, Öznur Alkan

Proc. ACM Hum. Comput. Interact., 2023

Rebalancing Worker Initiative and AI Initiative in Future Work: Four Task Dimensions.

Jessica He, David Piorkowski, Michael J. Muller, Kristina Brimijoin, Stephanie Houde, Justin D. Weisz

Proceedings of the 2nd Annual Meeting of the Symposium on Human-Computer Interaction for Work, 2023

Understanding How Task Dimensions Impact Automation Preferences with a Conversational Task Assistant.

Jessica He, David Piorkowski, Michael J. Muller, Kristina Brimijoin, Stephanie Houde, Justin D. Weisz

Proceedings of the Workshop on Intervening, 2023

FactSheets for Hardware-Aware AI Models: A Case Study of Analog In Memory Computing AI Models.

Brandon Dominique, Kaoutar El Maghraoui, David Piorkowski, Lorraine Herger

Proceedings of the IEEE International Conference on Software Services Engineering, 2023

2022

Quantitative AI Risk Assessments: Opportunities and Challenges.

David Piorkowski, Michael Hind, John T. Richards

CoRR, 2022

Evaluating a Methodology for Increasing AI Transparency: A Case Study.

David Piorkowski, John T. Richards, Michael Hind

CoRR, 2022

Iterative Design of Gestures During Elicitation: Understanding the Role of Increased Production.

Andreea Danielescu, David Piorkowski

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2021

Version Control Systems: An Information Foraging Perspective.

Sruti Srinivasa Ragavan, Mihai Codoban, David Piorkowski, Danny Dig, Margaret Burnett

IEEE Trans. Software Eng., 2021

How AI Developers Overcome Communication Challenges in a Multidisciplinary Team: A Case Study.

David Piorkowski, Soya Park, April Yi Wang, Dakuo Wang, Michael J. Muller, Felix Portnoy

Proc. ACM Hum. Comput. Interact., 2021

A Human-Centered Methodology for Creating AI FactSheets.

John T. Richards, David Piorkowski, Michael Hind, Stephanie Houde, Aleksandra Mojsilovic, Kush R. Varshney

IEEE Data Eng. Bull., 2021

Iterative Design of Gestures during Elicitation: A Gateway into User's Mental Models.

Andreea Danielescu, David Piorkowski

CoRR, 2021

Facilitating Knowledge Sharing from Domain Experts to Data Scientists for Building NLP Models.

Soya Park, April Yi Wang, Ban Kawas, Q. Vera Liao, David Piorkowski, Marina Danilevsky

Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

How Data Scientists Improve Generated Code Documentation in Jupyter Notebooks.

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

Proceedings of the Joint Proceedings of the ACM IUI 2021 Workshops co-located with 26th ACM Conference on Intelligent User Interfaces (ACM IUI 2021), 2021

2020

Towards evaluating and eliciting high-quality documentation for intelligent systems.

David Piorkowski, Daniel González, John T. Richards, Stephanie Houde

CoRR, 2020

A Methodology for Creating AI FactSheets.

John T. Richards, David Piorkowski, Michael Hind, Stephanie Houde, Aleksandra Mojsilovic

CoRR, 2020

Towards Designing Conversational Agents for Pair Programming: Accounting for Creativity Strategies and Conversational Styles.

Sandeep Kaur Kuttal, Jarow Myers, Sam Gurka, David Magar, David Piorkowski, Rachel K. E. Bellamy

Proceedings of the IEEE Symposium on Visual Languages and Human-Centric Computing, 2020

Business (mis)Use Cases of Generative AI.

Stephanie Houde, Vera Liao, Jacquelyn Martino, Michael J. Muller, David Piorkowski, John T. Richards, Justin D. Weisz, Yunfeng Zhang

Proceedings of the Joint Proceedings of the Workshops on Human-AI Co-Creation with Generative Models and User-Aware Conversational Agents co-located with 25th International Conference on Intelligent User Interfaces (IUI 2020), 2020

Experiences with Improving the Transparency of AI Models and Services.

Michael Hind, Stephanie Houde, Jacquelyn Martino, Aleksandra Mojsilovic, David Piorkowski, John T. Richards, Kush R. Varshney

Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020

2019

FactSheets: Increasing trust in AI services through supplier's declarations of conformity.

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

IBM J. Res. Dev., 2019

How Data Science Workers Work with Data: Discovery, Capture, Curation, Design, Creation.

Michael J. Muller, Ingrid Lange, Dakuo Wang, David Piorkowski, Jason Tsay, Q. Vera Liao, Casey Dugan, Thomas Erickson

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018

Detecting Egregious Conversations between Customers and Virtual Agents.

Tommy Sandbank, Michal Shmueli-Scheuer, Jonathan Herzig, David Konopnicki, John T. Richards, David Piorkowski

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

2017

Foraging goes mobile: Foraging while debugging on mobile devices.

David Piorkowski, Sean Penney, Austin Z. Henley, Marco Pistoia, Margaret M. Burnett, Omer Tripp, Pietro Ferrara

Proceedings of the 2017 IEEE Symposium on Visual Languages and Human-Centric Computing, 2017

Visual Configuration of Mobile Privacy Policies.

Abdulbaki Aydin, David Piorkowski, Omer Tripp, Pietro Ferrara, Marco Pistoia

Proceedings of the Fundamental Approaches to Software Engineering, 2017

PFIS-V: Modeling Foraging Behavior in the Presence of Variants.

Sruti Srinivasa Ragavan, Bhargav Pandya, David Piorkowski, Charles Hill, Sandeep Kaur Kuttal, Anita Sarma, Margaret M. Burnett

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016

Putting information foraging theory to work: Community-based design patterns for programming tools.

Tahmid Nabi, Kyle M. D. Sweeney, Sam Lichlyter, David Piorkowski, Chris Scaffidi, Margaret M. Burnett, Scott D. Fleming

Proceedings of the 2016 IEEE Symposium on Visual Languages and Human-Centric Computing, 2016

Foraging and navigations, fundamentally: developers' predictions of value and cost.

David Piorkowski, Austin Z. Henley, Tahmid Nabi, Scott D. Fleming, Christopher Scaffidi, Margaret M. Burnett

Proceedings of the 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2016

Foraging Among an Overabundance of Similar Variants.

Sruti Srinivasa Ragavan, Sandeep Kaur Kuttal, Charles Hill, Anita Sarma, David Piorkowski, Margaret M. Burnett

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

2015

To fix or to learn? How production bias affects developers' information foraging during debugging.

David Piorkowski, Scott D. Fleming, Christopher Scaffidi, Margaret M. Burnett, Irwin Kwan, Austin Z. Henley, Jamie Macbeth, Charles Hill, Amber Horvath

Proceedings of the 2015 IEEE International Conference on Software Maintenance and Evolution, 2015

2013

An Information Foraging Theory Perspective on Tools for Debugging, Refactoring, and Reuse Tasks.

Scott D. Fleming, Christopher Scaffidi, David Piorkowski, Margaret M. Burnett, Rachel K. E. Bellamy, Joseph Lawrance, Irwin Kwan

ACM Trans. Softw. Eng. Methodol., 2013

The whats and hows of programmers' foraging diets.

David Piorkowski, Scott D. Fleming, Irwin Kwan, Margaret M. Burnett, Christopher Scaffidi, Rachel K. E. Bellamy, Joshua Jordahl

Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

2012

Reactive information foraging: an empirical investigation of theory-based recommender systems for programmers.

David Piorkowski, Scott D. Fleming, Christopher Scaffidi, Christopher Bogart, Margaret M. Burnett, Bonnie E. John, Rachel K. E. Bellamy, Calvin Swart

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

2011

Modeling programmer navigation: A head-to-head empirical evaluation of predictive models.

David Piorkowski, Scott D. Fleming, Christopher Scaffidi, Liza John, Christopher Bogart, Bonnie E. John, Margaret M. Burnett, Rachel K. E. Bellamy

Proceedings of the 2011 IEEE Symposium on Visual Languages and Human-Centric Computing, 2011

2010

Does My Model Work? Evaluation Abstractions of Cognitive Modelers.

Christopher Bogart, Margaret M. Burnett, Scott Douglass, David Piorkowski, Amber Shinsel

Proceedings of the IEEE Symposium on Visual Languages and Human-Centric Computing, 2010