Kathryn Mazaitis — accepted AI-conference papers

2023

Computationally Assisted Quality Control for Public Health Data Streams

Ananya Joshi, Kathryn Mazaitis, Roni Rosenfeld, Bryan Wilder

IJCAI 2023poster

Irregularities in public health data streams (like COVID-19 Cases) hamper data-driven decision-making for public health stakeholders. A real-time, computer-generated list of the most important, outlying data points from thousands of public health data streams could assist an expert reviewer in ident…

Cited by 4 Source ↗PDF ↗code ↗Scholar ↗

2021

Conversational Neuro-Symbolic Commonsense Reasoning

Forough Arabshahi, Jennifer Lee, Mikayla Gawarecki, Kathryn Mazaitis, Amos Azaria, Tom Mitchell

AAAI 2021technical

In order for conversational AI systems to hold more natural and broad-ranging conversations, they will require much more commonsense, including the ability to identify unstated presumptions of their conversational partners. For example, in the command "If it snows at night then wake me up early beca…

Cited by 63 Source ↗PDF ↗code ↗Scholar ↗