1 citations · 1 across the 4 of their papers we have counts for
5 papers
DIADA: Automatic Data Composition in Data Lakes
Marc Maynou, Albert Martin, Sergi Nadal +2
Data lakes contain a plethora of attributes scattered across many tables that, when combined, provide enhanced assets for data analysis. Nonetheless, deciding which attributes belo…
Discovery-Driven Integration of Disjoint Tables via Text
Md Ataur Rahman, Dimitris Sacharidis, Oscar Romero +1
Integrating heterogeneous datasets within data lakes is a critical challenge, particularly for semantically related tables that lack the explicit attributes needed to be joined. We…
CorporateBench: Large-Scale Q&A Benchmarking with Temporal Knowledge Bases
Sil Hamilton, Albert Yu Sun, Oscar J. Romero +4
LLMs are increasingly able to answer complex questions about enterprise-scale document collections. But evaluation is hard: companies don't want to share internal communications, a…
Text Data Integration
Md Ataur Rahman, Dimitris Sacharidis, Oscar Romero +1
Data comes in many forms. From a shallow perspective, they can be viewed as being either in structured (e.g., as a relation, as key-value pairs) or unstructured (e.g., text, image)…
FREYJA: Efficient Join Discovery in Data Lakes
Marc Maynou, Sergi Nadal, Raquel Panadero +3
Data lakes are massive repositories of raw and heterogeneous data, designed to meet the requirements of modern data storage. Nonetheless, this same philosophy increases the complex…