2 papers
cs.DB2025
RADAR: Benchmarking Language Models on Imperfect Tabular Data
Ken Gu, Zhihan Zhang, Kate Lin +18
Language models (LMs) are increasingly being deployed to perform autonomous data analyses. However, their data awareness -- the ability to recognize, reason over, and appropriately…
cs.IR2024
Relationships are Complicated! An Analysis of Relationships Between Datasets on the Web
Kate Lin, Tarfah Alrashed, Natasha Noy
The Web today has millions of datasets, and the number of datasets continues to grow at a rapid pace. These datasets are not standalone entities; rather, they are intricately conne…