10 citations · 20 across the 4 of their papers we have counts for
3 papers · 1 filter
Pneuma: Leveraging LLMs for Tabular Data Representation and Retrieval in an End-to-End System
Muhammad Imam Luthfi Balaka, David Alexander, Qiming Wang +3
Finding relevant tables among databases, lakes, and repositories is the first step in extracting value from data. Such a task remains difficult because assessing whether a table is…
METAM: Goal-Oriented Data Discovery
Sainyam Galhotra, Yue Gong, Raul Castro Fernandez
Data is a central component of machine learning and causal inference tasks. The availability of large amounts of data from sources such as open data repositories, data lakes and da…
Ver: View Discovery in the Wild
Yue Gong, Zhiru Zhu, Sainyam Galhotra +1
We present Ver, a data discovery system that identifies project-join views over large repositories of tables that do not contain join path information, and even when input queries…