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Task Cascades for Efficient Unstructured Data Processing

Published in arXiv (Cornell University) • Jan 9, 2026
NobleIDNI4P48W41R34S93
Authors:
Shreya Shankar
,
Sepanta Zeighami
,
Aditya Parameswaran

Abstract

Modern database systems allow users to query or process unstructured text or document columns using LLM-powered functions. Users can express an operation in natural language (e.g., "identify if this review mentions billing issues"), with the system executing the operation on each document, in a row-...

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