David Piorkowski

48 papers A* 6A 3B 6Journal 22Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AI Risk Atlas: Taxonomy and Tooling for Navigating AI Risks and Resources. CoRR Frank Bagehorn, Kristina Brimijoin, Elizabeth M. Daly, Jessica He, Michael Hind, Luis Garcés-Erice, Christopher Giblin, Ioana Giurgiu, Jacquelyn Martino, Rahul Nair, David Piorkowski, Ambrish Rawat, John T. Richards, Sean Rooney, Dhaval Salwala, Seshu Tirupathi, Peter Urbanetz, Kush R. Varshney, Inge Vejsbjerg, Mira L. Wolf-Bauwens
2025	J	`jnl`	An LLM's Attempts to Adapt to Diverse Software Engineers' Problem-Solving Styles: More Inclusive & Equitable? CoRR Andrew Anderson, David Piorkowski, Margaret Burnett, Justin D. Weisz
2025	J	`jnl`	Developing a Risk Identification Framework for Foundation Model Uses. CoRR David Piorkowski, Michael Hind, John T. Richards, Jacquelyn Martino
2024	J	`jnl`	Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations. CoRR 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
2024	—	`conf`	Language Models in Dialogue: Conversational Maxims for Human-AI Interactions. EMNLP (Findings) Erik Miehling, Manish Nagireddy, Prasanna Sattigeri, Elizabeth Daly, David Piorkowski, John T. Richards
2024	J	`jnl`	Language Models in Dialogue: Conversational Maxims for Human-AI Interactions. CoRR Erik Miehling, Manish Nagireddy, Prasanna Sattigeri, Elizabeth M. Daly, David Piorkowski, John T. Richards
2024	—	`conf`	Say What? Real-time Linguistic Guidance Supports Novices in Writing Utterances for Conversational Agent Training. CUI Rachel Ostrand, Kristina Brimijoin, David Piorkowski, Jessica He, Erica Albert, Stephanie Houde
2024	J	`jnl`	Supporting Annotators with Affordances for Efficiently Labeling Conversational Data. CoRR Austin Z. Henley, David Piorkowski
2024	—	`conf`	Towards Interactive Guidance for Writing Training Utterances for Conversational Agents. CUI David Piorkowski, Rachel Ostrand, Kristina Brimijoin, Jessica He, Erica Albert, Stephanie Houde
2023	J	`jnl`	AIMEE: An Exploratory Study of How Rules Support AI Developers to Explain and Edit Models. Proc. ACM Hum. Comput. Interact. David Piorkowski, Inge Vejsbjerg, Owen Cornec, Elizabeth M. Daly, Öznur Alkan
2023	—	`conf`	FactSheets for Hardware-Aware AI Models: A Case Study of Analog In Memory Computing AI Models. SSE Brandon Dominique, Kaoutar El Maghraoui, David Piorkowski, Lorraine Herger
2023	A	`conf`	Rapid Lexical Alignment to a Conversational Agent. INTERSPEECH Rachel Ostrand, Victor S. Ferreira, David Piorkowski
2023	—	`conf`	Rebalancing Worker Initiative and AI Initiative in Future Work: Four Task Dimensions. CHIWORK Jessica He, David Piorkowski, Michael J. Muller, Kristina Brimijoin, Stephanie Houde, Justin D. Weisz
2023	—	`conf`	Understanding How Task Dimensions Impact Automation Preferences with a Conversational Task Assistant. AutomationXP@CHI Jessica He, David Piorkowski, Michael J. Muller, Kristina Brimijoin, Stephanie Houde, Justin D. Weisz
2022	J	`jnl`	Evaluating a Methodology for Increasing AI Transparency: A Case Study. CoRR David Piorkowski, John T. Richards, Michael Hind
2022	A*	`conf`	Iterative Design of Gestures During Elicitation: Understanding the Role of Increased Production. CHI Andreea Danielescu, David Piorkowski
2022	J	`jnl`	Quantitative AI Risk Assessments: Opportunities and Challenges. CoRR David Piorkowski, Michael Hind, John T. Richards
2021	J	`jnl`	A Human-Centered Methodology for Creating AI FactSheets. IEEE Data Eng. Bull. John T. Richards, David Piorkowski, Michael Hind, Stephanie Houde, Aleksandra Mojsilovic, Kush R. Varshney
2021	A	`conf`	Facilitating Knowledge Sharing from Domain Experts to Data Scientists for Building NLP Models. IUI Soya Park, April Yi Wang, Ban Kawas, Q. Vera Liao, David Piorkowski, Marina Danilevsky
2021	J	`jnl`	Facilitating Knowledge Sharing from Domain Experts to Data Scientists for Building NLP Models. CoRR Soya Park, April Yi Wang, Ban Kawas, Q. Vera Liao, David Piorkowski, Marina Danilevsky
2021	J	`jnl`	How AI Developers Overcome Communication Challenges in a Multidisciplinary Team: A Case Study. CoRR David Piorkowski, Soya Park, April Yi Wang, Dakuo Wang, Michael J. Muller, Felix Portnoy
2021	J	`jnl`	How AI Developers Overcome Communication Challenges in a Multidisciplinary Team: A Case Study. Proc. ACM Hum. Comput. Interact. David Piorkowski, Soya Park, April Yi Wang, Dakuo Wang, Michael J. Muller, Felix Portnoy
2021	—	`conf`	How Data Scientists Improve Generated Code Documentation in Jupyter Notebooks. IUI Workshops 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
2021	J	`jnl`	Iterative Design of Gestures during Elicitation: A Gateway into User's Mental Models. CoRR Andreea Danielescu, David Piorkowski
2021	J	`jnl`	Version Control Systems: An Information Foraging Perspective. IEEE Trans. Software Eng. Sruti Srinivasa Ragavan, Mihai Codoban, David Piorkowski, Danny Dig, Margaret Burnett
2020	J	`jnl`	A Methodology for Creating AI FactSheets. CoRR John T. Richards, David Piorkowski, Michael Hind, Stephanie Houde, Aleksandra Mojsilovic
2020	—	`conf`	Business (mis)Use Cases of Generative AI. HAI-GEN+user2agent@IUI Stephanie Houde, Vera Liao, Jacquelyn Martino, Michael J. Muller, David Piorkowski, John T. Richards, Justin D. Weisz, Yunfeng Zhang
2020	J	`jnl`	Business (mis)Use Cases of Generative AI. CoRR Stephanie Houde, Vera Liao, Jacquelyn Martino, Michael J. Muller, David Piorkowski, John T. Richards, Justin D. Weisz, Yunfeng Zhang
2020	—	`conf`	Experiences with Improving the Transparency of AI Models and Services. CHI Extended Abstracts Michael Hind, Stephanie Houde, Jacquelyn Martino, Aleksandra Mojsilovic, David Piorkowski, John T. Richards, Kush R. Varshney
2020	B	`conf`	Towards Designing Conversational Agents for Pair Programming: Accounting for Creativity Strategies and Conversational Styles. VL/HCC Sandeep Kaur Kuttal, Jarow Myers, Sam Gurka, David Magar, David Piorkowski, Rachel K. E. Bellamy
2020	J	`jnl`	Towards evaluating and eliciting high-quality documentation for intelligent systems. CoRR David Piorkowski, Daniel González, John T. Richards, Stephanie Houde
2019	J	`jnl`	Experiences with Improving the Transparency of AI Models and Services. CoRR Michael Hind, Stephanie Houde, Jacquelyn Martino, Aleksandra Mojsilovic, David Piorkowski, John T. Richards, Kush R. Varshney
2019	J	`jnl`	FactSheets: Increasing trust in AI services through supplier's declarations of conformity. IBM J. Res. Dev. 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
2019	A*	`conf`	How Data Science Workers Work with Data: Discovery, Capture, Curation, Design, Creation. CHI Michael J. Muller, Ingrid Lange, Dakuo Wang, David Piorkowski, Jason Tsay, Q. Vera Liao, Casey Dugan, Thomas Erickson
2018	—	`conf`	Detecting Egregious Conversations between Customers and Virtual Agents. NAACL-HLT Tommy Sandbank, Michal Shmueli-Scheuer, Jonathan Herzig, David Konopnicki, John T. Richards, David Piorkowski
2017	J	`jnl`	Detecting Egregious Conversations between Customers and Virtual Agents. CoRR Tommy Sandbank, Michal Shmueli-Scheuer, David Konopnicki, Jonathan Herzig, John T. Richards, David Piorkowski
2017	B	`conf`	Foraging goes mobile: Foraging while debugging on mobile devices. VL/HCC David Piorkowski, Sean Penney, Austin Z. Henley, Marco Pistoia, Margaret M. Burnett, Omer Tripp, Pietro Ferrara
2017	A*	`conf`	PFIS-V: Modeling Foraging Behavior in the Presence of Variants. CHI Sruti Srinivasa Ragavan, Bhargav Pandya, David Piorkowski, Charles Hill, Sandeep Kaur Kuttal, Anita Sarma, Margaret M. Burnett
2017	B	`conf`	Visual Configuration of Mobile Privacy Policies. FASE Abdulbaki Aydin, David Piorkowski, Omer Tripp, Pietro Ferrara, Marco Pistoia
2016	A*	`conf`	Foraging Among an Overabundance of Similar Variants. CHI Sruti Srinivasa Ragavan, Sandeep Kaur Kuttal, Charles Hill, Anita Sarma, David Piorkowski, Margaret M. Burnett
2016	—	`conf`	Foraging and navigations, fundamentally: developers' predictions of value and cost. SIGSOFT FSE David Piorkowski, Austin Z. Henley, Tahmid Nabi, Scott D. Fleming, Christopher Scaffidi, Margaret M. Burnett
2016	B	`conf`	Putting information foraging theory to work: Community-based design patterns for programming tools. VL/HCC Tahmid Nabi, Kyle M. D. Sweeney, Sam Lichlyter, David Piorkowski, Chris Scaffidi, Margaret M. Burnett, Scott D. Fleming
2015	A	`conf`	To fix or to learn? How production bias affects developers' information foraging during debugging. ICSME David Piorkowski, Scott D. Fleming, Christopher Scaffidi, Margaret M. Burnett, Irwin Kwan, Austin Z. Henley, Jamie Macbeth, Charles Hill, Amber Horvath
2013	J	`jnl`	An Information Foraging Theory Perspective on Tools for Debugging, Refactoring, and Reuse Tasks. ACM Trans. Softw. Eng. Methodol. Scott D. Fleming, Christopher Scaffidi, David Piorkowski, Margaret M. Burnett, Rachel K. E. Bellamy, Joseph Lawrance, Irwin Kwan
2013	A*	`conf`	The whats and hows of programmers' foraging diets. CHI David Piorkowski, Scott D. Fleming, Irwin Kwan, Margaret M. Burnett, Christopher Scaffidi, Rachel K. E. Bellamy, Joshua Jordahl
2012	A*	`conf`	Reactive information foraging: an empirical investigation of theory-based recommender systems for programmers. CHI David Piorkowski, Scott D. Fleming, Christopher Scaffidi, Christopher Bogart, Margaret M. Burnett, Bonnie E. John, Rachel K. E. Bellamy, Calvin Swart
2011	B	`conf`	Modeling programmer navigation: A head-to-head empirical evaluation of predictive models. VL/HCC David Piorkowski, Scott D. Fleming, Christopher Scaffidi, Liza John, Christopher Bogart, Bonnie E. John, Margaret M. Burnett, Rachel K. E. Bellamy
2010	B	`conf`	Does My Model Work? Evaluation Abstractions of Cognitive Modelers. VL/HCC Christopher Bogart, Margaret M. Burnett, Scott Douglass, David Piorkowski, Amber Shinsel