1 citations · 1 across the 4 of their papers we have counts for
4 papers
Tytan: Interactive Neurosymbolic Construction of Analytic Semantic Schemas from Relational Data
Donna Hooshmand, Shubham Shahi, Cameron Barrie +4
From natural-language query interfaces to automated report generation, data analysis tools need a description of the data: the real-world entities it contains, which columns functi…
Satyrn: A Platform for Analytics Augmented Generation
Marko Sterbentz, Cameron Barrie, Shubham Shahi +4
Large language models (LLMs) are capable of producing documents, and retrieval augmented generation (RAG) has shown itself to be a powerful method for improving accuracy without sa…
Lightweight Knowledge Representations for Automating Data Analysis
Marko Sterbentz, Cameron Barrie, Donna Hooshmand +7
The principal goal of data science is to derive meaningful information from data. To do this, data scientists develop a space of analytic possibilities and from it reach their info…
Requirements for Open Political Information: Transparency Beyond Open Data
Andong Luis Li Zhao, Andrew Paley, Rachel Adler +6
A politically informed citizenry is imperative for a welldeveloped democracy. While the US government has pursued policies for open data, these efforts have been insufficient in ac…