Our paper "BenchmarkCards: Standardized Documentation for Large Language Model Benchmarks" was accepted to NeurIPS 2025. The paper was led by Anna Sokol from Notre Dame University who will be presenting this work at the conference.
Our journal paper on "Quantitative AI Risk Assessments: Opportunities and Challenges" is now available on the Seton Hall Journal of Legislation and Public Policy's site. This paper is a step towards comprehensive AI governance that details various considerations for quantiative assessment of AI models.
We presented our tutorial, "AI Data Transparency: The Past, Present, and Beyond" at AAAI 2025. The tutorial gave an overview of current gaps in transparency, current work to address these gaps, and gave hands-on tutorials for the FactSheets Methodology and Croissant metadata format for AI data.
Our paper "Language Models in Dialogue: Conversational Maxims for Human-AI Interactions," was just accepted to EMNLP 2024. This paper frames shortcoming of LLM-based chatbots through the lens of conversational principles.
I'm excited to announce that our paper "Towards Interactive Guidance for Writing Training Utterances for Conversational Agents" won a Best Paper Honorable Mention at CUI this year.
Yesterday, I co-led our tutorial, "Documenting AI's Enviromental Impact" at FAccT 2024 where we advocated for more engagement with energy and water usage concerns among the community. Thank you all for joining, especailly for attending the last session of the day.

This site was last updated on November 11, 2025.
© 2014-2025 David Piorkowski, all rights reserved. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of my employer or sponsors.